2023-07-13 13:04:12,128 semantic_segmentation INFO: Using 1 GPUs
2023-07-13 13:04:12,128 semantic_segmentation INFO: Namespace(aux=True, batch_size=16, 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=50000, momentum=0.9, no_cuda=False, num_gpus=1, resume=None, save_dir='./log', save_epoch=10, save_per_iters=800, skip_val=False, start_epoch=0, student_backbone='resnet18', student_model='deeplabv3', student_pretrained='None', student_pretrained_base='None', teacher_backbone='resnet101', teacher_model='deeplabv3', teacher_pretrained='./deeplabv3_resnet101_citys_best_model.pth', teacher_pretrained_base='None', val_epoch=1, val_per_iters=800, weight_decay=0.0001, workers=8)
2023-07-13 13:04:16,999 semantic_segmentation INFO: Start training, Total Iterations 50000
2023-07-13 13:04:50,968 semantic_segmentation INFO: Iters: 10/50000 || Lr: 0.019997 || Task Loss: 2.2373 || KD Loss: 1.3838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 1.0469|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:00:33 || Estimated Time: 1 day, 21:45:57
2023-07-13 13:05:20,639 semantic_segmentation INFO: Iters: 20/50000 || Lr: 0.019993 || Task Loss: 1.6901 || KD Loss: 1.1667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 1.0208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:01:03 || Estimated Time: 1 day, 19:27:44
2023-07-13 13:05:50,826 semantic_segmentation INFO: Iters: 30/50000 || Lr: 0.019990 || Task Loss: 1.8971 || KD Loss: 1.2261|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.9863|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 18:55:40
2023-07-13 13:06:22,089 semantic_segmentation INFO: Iters: 40/50000 || Lr: 0.019986 || Task Loss: 1.9944 || KD Loss: 1.2993|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.8000|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:02:05 || Estimated Time: 1 day, 19:00:17
2023-07-13 13:06:56,113 semantic_segmentation INFO: Iters: 50/50000 || Lr: 0.019982 || Task Loss: 2.0689 || KD Loss: 1.3353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.7965|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:02:39 || Estimated Time: 1 day, 19:49:12
2023-07-13 13:07:30,983 semantic_segmentation INFO: Iters: 60/50000 || Lr: 0.019979 || Task Loss: 1.6493 || KD Loss: 1.0790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.6702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:03:13 || Estimated Time: 1 day, 20:34:13
2023-07-13 13:08:05,845 semantic_segmentation INFO: Iters: 70/50000 || Lr: 0.019975 || Task Loss: 1.6331 || KD Loss: 1.0903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.5794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:03:48 || Estimated Time: 1 day, 21:06:01
2023-07-13 13:08:40,632 semantic_segmentation INFO: Iters: 80/50000 || Lr: 0.019972 || Task Loss: 1.6847 || KD Loss: 1.0550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.5428|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:04:23 || Estimated Time: 1 day, 21:29:07
2023-07-13 13:09:15,405 semantic_segmentation INFO: Iters: 90/50000 || Lr: 0.019968 || Task Loss: 1.4925 || KD Loss: 0.9344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.5505|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:04:58 || Estimated Time: 1 day, 21:47:09
2023-07-13 13:09:50,188 semantic_segmentation INFO: Iters: 100/50000 || Lr: 0.019964 || Task Loss: 1.4093 || KD Loss: 0.9074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.5568|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:05:33 || Estimated Time: 1 day, 22:01:11
2023-07-13 13:10:24,804 semantic_segmentation INFO: Iters: 110/50000 || Lr: 0.019961 || Task Loss: 1.2208 || KD Loss: 0.7922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.5189|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:06:07 || Estimated Time: 1 day, 22:11:11
2023-07-13 13:10:59,615 semantic_segmentation INFO: Iters: 120/50000 || Lr: 0.019957 || Task Loss: 1.4409 || KD Loss: 0.8622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.5143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:06:42 || Estimated Time: 1 day, 22:20:53
2023-07-13 13:11:34,195 semantic_segmentation INFO: Iters: 130/50000 || Lr: 0.019954 || Task Loss: 1.8058 || KD Loss: 1.2380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.4784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:07:17 || Estimated Time: 1 day, 22:27:39
2023-07-13 13:12:08,713 semantic_segmentation INFO: Iters: 140/50000 || Lr: 0.019950 || Task Loss: 1.4719 || KD Loss: 0.8665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.5015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:07:51 || Estimated Time: 1 day, 22:33:08
2023-07-13 13:12:43,302 semantic_segmentation INFO: Iters: 150/50000 || Lr: 0.019946 || Task Loss: 1.2672 || KD Loss: 0.7769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.4563|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:08:26 || Estimated Time: 1 day, 22:37:58
2023-07-13 13:13:17,880 semantic_segmentation INFO: Iters: 160/50000 || Lr: 0.019943 || Task Loss: 1.2226 || KD Loss: 0.8721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.4324|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 22:41:48
2023-07-13 13:13:52,480 semantic_segmentation INFO: Iters: 170/50000 || Lr: 0.019939 || Task Loss: 1.1905 || KD Loss: 0.7077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.4496|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:09:35 || Estimated Time: 1 day, 22:45:31
2023-07-13 13:14:27,035 semantic_segmentation INFO: Iters: 180/50000 || Lr: 0.019936 || Task Loss: 2.1783 || KD Loss: 1.4853|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.4100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:10:10 || Estimated Time: 1 day, 22:48:36
2023-07-13 13:15:01,695 semantic_segmentation INFO: Iters: 190/50000 || Lr: 0.019932 || Task Loss: 1.4823 || KD Loss: 0.9604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.4128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:10:44 || Estimated Time: 1 day, 22:51:38
2023-07-13 13:15:36,306 semantic_segmentation INFO: Iters: 200/50000 || Lr: 0.019928 || Task Loss: 0.9271 || KD Loss: 0.5465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.4185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:11:19 || Estimated Time: 1 day, 22:54:08
2023-07-13 13:16:10,741 semantic_segmentation INFO: Iters: 210/50000 || Lr: 0.019925 || Task Loss: 1.1955 || KD Loss: 0.7532|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3999|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:11:53 || Estimated Time: 1 day, 22:55:41
2023-07-13 13:16:45,028 semantic_segmentation INFO: Iters: 220/50000 || Lr: 0.019921 || Task Loss: 1.3257 || KD Loss: 0.8183|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3953|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:12:28 || Estimated Time: 1 day, 22:56:38
2023-07-13 13:17:19,253 semantic_segmentation INFO: Iters: 230/50000 || Lr: 0.019918 || Task Loss: 2.0146 || KD Loss: 1.3164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.4288|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:13:02 || Estimated Time: 1 day, 22:56:57
2023-07-13 13:17:53,434 semantic_segmentation INFO: Iters: 240/50000 || Lr: 0.019914 || Task Loss: 1.2166 || KD Loss: 0.7654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3537|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:13:36 || Estimated Time: 1 day, 22:57:10
2023-07-13 13:18:27,894 semantic_segmentation INFO: Iters: 250/50000 || Lr: 0.019910 || Task Loss: 1.6334 || KD Loss: 0.9998|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3714|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:14:10 || Estimated Time: 1 day, 22:58:11
2023-07-13 13:19:02,370 semantic_segmentation INFO: Iters: 260/50000 || Lr: 0.019907 || Task Loss: 1.1699 || KD Loss: 0.7702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3522|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:14:45 || Estimated Time: 1 day, 22:59:13
2023-07-13 13:19:36,759 semantic_segmentation INFO: Iters: 270/50000 || Lr: 0.019903 || Task Loss: 1.6005 || KD Loss: 1.1202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3425|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:15:19 || Estimated Time: 1 day, 22:59:58
2023-07-13 13:20:11,151 semantic_segmentation INFO: Iters: 280/50000 || Lr: 0.019900 || Task Loss: 1.4241 || KD Loss: 0.9770|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3731|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 23:00:20
2023-07-13 13:20:45,565 semantic_segmentation INFO: Iters: 290/50000 || Lr: 0.019896 || Task Loss: 1.4400 || KD Loss: 0.9477|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3553|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:16:28 || Estimated Time: 1 day, 23:00:51
2023-07-13 13:21:19,993 semantic_segmentation INFO: Iters: 300/50000 || Lr: 0.019892 || Task Loss: 1.0914 || KD Loss: 0.6757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3355|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:17:02 || Estimated Time: 1 day, 23:01:17
2023-07-13 13:21:54,367 semantic_segmentation INFO: Iters: 310/50000 || Lr: 0.019889 || Task Loss: 1.1279 || KD Loss: 0.6827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3527|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:17:37 || Estimated Time: 1 day, 23:01:33
2023-07-13 13:22:28,767 semantic_segmentation INFO: Iters: 320/50000 || Lr: 0.019885 || Task Loss: 1.2521 || KD Loss: 0.7361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3675|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:18:11 || Estimated Time: 1 day, 23:01:50
2023-07-13 13:23:03,125 semantic_segmentation INFO: Iters: 330/50000 || Lr: 0.019882 || Task Loss: 1.5440 || KD Loss: 0.9696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:18:46 || Estimated Time: 1 day, 23:02:01
2023-07-13 13:23:37,378 semantic_segmentation INFO: Iters: 340/50000 || Lr: 0.019878 || Task Loss: 1.3803 || KD Loss: 0.9160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3342|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:19:20 || Estimated Time: 1 day, 23:01:50
2023-07-13 13:24:11,533 semantic_segmentation INFO: Iters: 350/50000 || Lr: 0.019874 || Task Loss: 1.3046 || KD Loss: 0.8455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3365|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:19:54 || Estimated Time: 1 day, 23:01:26
2023-07-13 13:24:45,919 semantic_segmentation INFO: Iters: 360/50000 || Lr: 0.019871 || Task Loss: 1.1717 || KD Loss: 0.7023|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3335|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:20:28 || Estimated Time: 1 day, 23:01:34
2023-07-13 13:25:20,204 semantic_segmentation INFO: Iters: 370/50000 || Lr: 0.019867 || Task Loss: 1.0563 || KD Loss: 0.6297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:21:03 || Estimated Time: 1 day, 23:01:21
2023-07-13 13:25:54,608 semantic_segmentation INFO: Iters: 380/50000 || Lr: 0.019864 || Task Loss: 1.4521 || KD Loss: 0.9389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3317|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:21:37 || Estimated Time: 1 day, 23:01:23
2023-07-13 13:26:29,006 semantic_segmentation INFO: Iters: 390/50000 || Lr: 0.019860 || Task Loss: 1.0561 || KD Loss: 0.6212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3332|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:22:12 || Estimated Time: 1 day, 23:01:25
2023-07-13 13:27:03,373 semantic_segmentation INFO: Iters: 400/50000 || Lr: 0.019856 || Task Loss: 0.9003 || KD Loss: 0.5932|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:22:46 || Estimated Time: 1 day, 23:01:23
2023-07-13 13:27:37,828 semantic_segmentation INFO: Iters: 410/50000 || Lr: 0.019853 || Task Loss: 1.1279 || KD Loss: 0.6882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2911|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:23:20 || Estimated Time: 1 day, 23:01:27
2023-07-13 13:28:12,228 semantic_segmentation INFO: Iters: 420/50000 || Lr: 0.019849 || Task Loss: 1.4172 || KD Loss: 0.8810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:23:55 || Estimated Time: 1 day, 23:01:24
2023-07-13 13:28:46,660 semantic_segmentation INFO: Iters: 430/50000 || Lr: 0.019845 || Task Loss: 1.0498 || KD Loss: 0.6632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2931|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:24:29 || Estimated Time: 1 day, 23:01:23
2023-07-13 13:29:20,960 semantic_segmentation INFO: Iters: 440/50000 || Lr: 0.019842 || Task Loss: 1.2722 || KD Loss: 0.8169|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2796|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:25:03 || Estimated Time: 1 day, 23:01:09
2023-07-13 13:29:55,070 semantic_segmentation INFO: Iters: 450/50000 || Lr: 0.019838 || Task Loss: 1.1053 || KD Loss: 0.6628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.3004|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:25:38 || Estimated Time: 1 day, 23:00:27
2023-07-13 13:30:29,188 semantic_segmentation INFO: Iters: 460/50000 || Lr: 0.019835 || Task Loss: 0.9594 || KD Loss: 0.5782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2919|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:26:12 || Estimated Time: 1 day, 22:59:50
2023-07-13 13:31:03,368 semantic_segmentation INFO: Iters: 470/50000 || Lr: 0.019831 || Task Loss: 1.0879 || KD Loss: 0.7200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2883|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:26:46 || Estimated Time: 1 day, 22:59:19
2023-07-13 13:31:37,637 semantic_segmentation INFO: Iters: 480/50000 || Lr: 0.019827 || Task Loss: 1.1738 || KD Loss: 0.7100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2959|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:27:20 || Estimated Time: 1 day, 22:58:57
2023-07-13 13:32:12,063 semantic_segmentation INFO: Iters: 490/50000 || Lr: 0.019824 || Task Loss: 0.9545 || KD Loss: 0.5429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2562|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:27:55 || Estimated Time: 1 day, 22:58:50
2023-07-13 13:32:46,488 semantic_segmentation INFO: Iters: 500/50000 || Lr: 0.019820 || Task Loss: 0.8981 || KD Loss: 0.5320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2655|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:28:29 || Estimated Time: 1 day, 22:58:41
2023-07-13 13:33:20,899 semantic_segmentation INFO: Iters: 510/50000 || Lr: 0.019817 || Task Loss: 1.0941 || KD Loss: 0.6366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2748|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:29:03 || Estimated Time: 1 day, 22:58:38
2023-07-13 13:33:55,379 semantic_segmentation INFO: Iters: 520/50000 || Lr: 0.019813 || Task Loss: 1.0745 || KD Loss: 0.6279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2582|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:29:38 || Estimated Time: 1 day, 22:58:29
2023-07-13 13:34:29,864 semantic_segmentation INFO: Iters: 530/50000 || Lr: 0.019809 || Task Loss: 0.8867 || KD Loss: 0.5337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2723|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:30:12 || Estimated Time: 1 day, 22:58:20
2023-07-13 13:35:04,310 semantic_segmentation INFO: Iters: 540/50000 || Lr: 0.019806 || Task Loss: 0.9890 || KD Loss: 0.5760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2623|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:30:47 || Estimated Time: 1 day, 22:58:16
2023-07-13 13:35:38,902 semantic_segmentation INFO: Iters: 550/50000 || Lr: 0.019802 || Task Loss: 0.7576 || KD Loss: 0.4446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2525|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:31:21 || Estimated Time: 1 day, 22:58:12
2023-07-13 13:36:13,294 semantic_segmentation INFO: Iters: 560/50000 || Lr: 0.019799 || Task Loss: 1.2043 || KD Loss: 0.7487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2673|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:31:56 || Estimated Time: 1 day, 22:57:56
2023-07-13 13:36:47,651 semantic_segmentation INFO: Iters: 570/50000 || Lr: 0.019795 || Task Loss: 1.1733 || KD Loss: 0.7242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2442|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:32:30 || Estimated Time: 1 day, 22:57:37
2023-07-13 13:37:22,089 semantic_segmentation INFO: Iters: 580/50000 || Lr: 0.019791 || Task Loss: 1.2420 || KD Loss: 0.7311|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2461|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:33:05 || Estimated Time: 1 day, 22:57:22
2023-07-13 13:37:56,363 semantic_segmentation INFO: Iters: 590/50000 || Lr: 0.019788 || Task Loss: 1.0395 || KD Loss: 0.5900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2550|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:33:39 || Estimated Time: 1 day, 22:56:58
2023-07-13 13:38:30,910 semantic_segmentation INFO: Iters: 600/50000 || Lr: 0.019784 || Task Loss: 1.1114 || KD Loss: 0.6595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2462|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:34:13 || Estimated Time: 1 day, 22:56:46
2023-07-13 13:39:05,325 semantic_segmentation INFO: Iters: 610/50000 || Lr: 0.019781 || Task Loss: 0.9688 || KD Loss: 0.5492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2542|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:34:48 || Estimated Time: 1 day, 22:56:30
2023-07-13 13:39:39,751 semantic_segmentation INFO: Iters: 620/50000 || Lr: 0.019777 || Task Loss: 1.1523 || KD Loss: 0.7001|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:35:22 || Estimated Time: 1 day, 22:56:10
2023-07-13 13:40:14,150 semantic_segmentation INFO: Iters: 630/50000 || Lr: 0.019773 || Task Loss: 0.9021 || KD Loss: 0.5652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2439|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:35:57 || Estimated Time: 1 day, 22:55:52
2023-07-13 13:40:48,630 semantic_segmentation INFO: Iters: 640/50000 || Lr: 0.019770 || Task Loss: 1.1241 || KD Loss: 0.6835|| 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: 0:36:31 || Estimated Time: 1 day, 22:55:38
2023-07-13 13:41:23,006 semantic_segmentation INFO: Iters: 650/50000 || Lr: 0.019766 || Task Loss: 0.9770 || KD Loss: 0.5673|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2445|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:37:06 || Estimated Time: 1 day, 22:55:15
2023-07-13 13:41:57,584 semantic_segmentation INFO: Iters: 660/50000 || Lr: 0.019763 || Task Loss: 1.0386 || KD Loss: 0.6282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2399|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:37:40 || Estimated Time: 1 day, 22:55:06
2023-07-13 13:42:32,008 semantic_segmentation INFO: Iters: 670/50000 || Lr: 0.019759 || Task Loss: 0.8542 || KD Loss: 0.5127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2420|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:38:15 || Estimated Time: 1 day, 22:54:45
2023-07-13 13:43:06,362 semantic_segmentation INFO: Iters: 680/50000 || Lr: 0.019755 || Task Loss: 1.5184 || KD Loss: 0.9177|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2409|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:38:49 || Estimated Time: 1 day, 22:54:21
2023-07-13 13:43:40,649 semantic_segmentation INFO: Iters: 690/50000 || Lr: 0.019752 || Task Loss: 1.2218 || KD Loss: 0.6910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2395|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:39:23 || Estimated Time: 1 day, 22:53:51
2023-07-13 13:44:14,800 semantic_segmentation INFO: Iters: 700/50000 || Lr: 0.019748 || Task Loss: 1.1688 || KD Loss: 0.7046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:39:57 || Estimated Time: 1 day, 22:53:10
2023-07-13 13:44:49,099 semantic_segmentation INFO: Iters: 710/50000 || Lr: 0.019745 || Task Loss: 0.7137 || KD Loss: 0.4357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2071|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:40:32 || Estimated Time: 1 day, 22:52:42
2023-07-13 13:45:23,567 semantic_segmentation INFO: Iters: 720/50000 || Lr: 0.019741 || Task Loss: 0.9256 || KD Loss: 0.5369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2219|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:41:06 || Estimated Time: 1 day, 22:52:21
2023-07-13 13:45:57,820 semantic_segmentation INFO: Iters: 730/50000 || Lr: 0.019737 || Task Loss: 1.0947 || KD Loss: 0.7042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2263|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:41:40 || Estimated Time: 1 day, 22:51:47
2023-07-13 13:46:32,215 semantic_segmentation INFO: Iters: 740/50000 || Lr: 0.019734 || Task Loss: 0.7313 || KD Loss: 0.4111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2355|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:42:15 || Estimated Time: 1 day, 22:51:23
2023-07-13 13:47:06,611 semantic_segmentation INFO: Iters: 750/50000 || Lr: 0.019730 || Task Loss: 1.0540 || KD Loss: 0.6601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:42:49 || Estimated Time: 1 day, 22:50:59
2023-07-13 13:47:41,029 semantic_segmentation INFO: Iters: 760/50000 || Lr: 0.019727 || Task Loss: 0.9936 || KD Loss: 0.5830|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:43:24 || Estimated Time: 1 day, 22:50:35
2023-07-13 13:48:15,419 semantic_segmentation INFO: Iters: 770/50000 || Lr: 0.019723 || Task Loss: 1.1285 || KD Loss: 0.7103|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2413|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:43:58 || Estimated Time: 1 day, 22:50:11
2023-07-13 13:48:49,856 semantic_segmentation INFO: Iters: 780/50000 || Lr: 0.019719 || Task Loss: 0.8704 || KD Loss: 0.4976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2259|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:44:32 || Estimated Time: 1 day, 22:49:49
2023-07-13 13:49:24,244 semantic_segmentation INFO: Iters: 790/50000 || Lr: 0.019716 || Task Loss: 1.1471 || KD Loss: 0.6812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2422|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:45:07 || Estimated Time: 1 day, 22:49:24
2023-07-13 13:49:58,621 semantic_segmentation INFO: Iters: 800/50000 || Lr: 0.019712 || Task Loss: 1.0221 || KD Loss: 0.5921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2142|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:45:41 || Estimated Time: 1 day, 22:48:57
2023-07-13 13:49:58,697 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-13 13:49:59,256 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.763, mIoU: 0.133
2023-07-13 13:49:59,475 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.799, mIoU: 0.159
2023-07-13 13:49:59,612 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.652, mIoU: 0.125
2023-07-13 13:49:59,737 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.672, mIoU: 0.130
2023-07-13 13:49:59,856 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.685, mIoU: 0.134
2023-07-13 13:49:59,975 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.683, mIoU: 0.134
2023-07-13 13:50:00,093 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.689, mIoU: 0.137
2023-07-13 13:50:00,210 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.698, mIoU: 0.139
2023-07-13 13:50:00,337 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.708, mIoU: 0.142
2023-07-13 13:50:00,470 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.712, mIoU: 0.148
2023-07-13 13:50:00,596 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.719, mIoU: 0.149
2023-07-13 13:50:00,724 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.720, mIoU: 0.172
2023-07-13 13:50:00,851 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.730, mIoU: 0.176
2023-07-13 13:50:00,975 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.738, mIoU: 0.175
2023-07-13 13:50:01,098 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.734, mIoU: 0.176
2023-07-13 13:50:01,221 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.735, mIoU: 0.173
2023-07-13 13:50:01,341 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.734, mIoU: 0.172
2023-07-13 13:50:01,459 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.737, mIoU: 0.172
2023-07-13 13:50:01,586 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.734, mIoU: 0.177
2023-07-13 13:50:01,716 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.728, mIoU: 0.180
2023-07-13 13:50:01,844 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.727, mIoU: 0.180
2023-07-13 13:50:01,970 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.718, mIoU: 0.177
2023-07-13 13:50:02,099 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.720, mIoU: 0.178
2023-07-13 13:50:02,226 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.719, mIoU: 0.177
2023-07-13 13:50:02,352 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.713, mIoU: 0.179
2023-07-13 13:50:02,473 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.715, mIoU: 0.179
2023-07-13 13:50:02,600 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.715, mIoU: 0.179
2023-07-13 13:50:02,729 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.717, mIoU: 0.179
2023-07-13 13:50:02,856 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.714, mIoU: 0.177
2023-07-13 13:50:02,981 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.713, mIoU: 0.178
2023-07-13 13:50:03,101 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.714, mIoU: 0.179
2023-07-13 13:50:03,227 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.717, mIoU: 0.181
2023-07-13 13:50:03,353 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.719, mIoU: 0.181
2023-07-13 13:50:03,478 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.718, mIoU: 0.180
2023-07-13 13:50:03,603 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.719, mIoU: 0.180
2023-07-13 13:50:03,728 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.720, mIoU: 0.181
2023-07-13 13:50:03,856 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.721, mIoU: 0.180
2023-07-13 13:50:03,984 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.719, mIoU: 0.179
2023-07-13 13:50:04,110 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.717, mIoU: 0.178
2023-07-13 13:50:04,234 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.720, mIoU: 0.177
2023-07-13 13:50:04,358 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.723, mIoU: 0.177
2023-07-13 13:50:04,481 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.725, mIoU: 0.177
2023-07-13 13:50:04,599 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.722, mIoU: 0.176
2023-07-13 13:50:04,716 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.725, mIoU: 0.177
2023-07-13 13:50:04,844 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.727, mIoU: 0.178
2023-07-13 13:50:04,977 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.728, mIoU: 0.178
2023-07-13 13:50:05,104 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.730, mIoU: 0.178
2023-07-13 13:50:05,230 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.731, mIoU: 0.178
2023-07-13 13:50:05,351 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.734, mIoU: 0.179
2023-07-13 13:50:05,475 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.732, mIoU: 0.178
2023-07-13 13:50:05,601 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.733, mIoU: 0.178
2023-07-13 13:50:05,724 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.732, mIoU: 0.178
2023-07-13 13:50:05,844 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.731, mIoU: 0.175
2023-07-13 13:50:05,963 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.730, mIoU: 0.172
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2023-07-13 13:50:07,979 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.728, mIoU: 0.174
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2023-07-13 13:50:09,232 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.722, mIoU: 0.172
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2023-07-13 13:50:10,000 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.715, mIoU: 0.174
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2023-07-13 13:50:14,280 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.718, mIoU: 0.173
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2023-07-13 13:50:14,528 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.719, mIoU: 0.173
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2023-07-13 13:50:15,028 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.718, mIoU: 0.173
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2023-07-13 13:50:15,279 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.719, mIoU: 0.174
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2023-07-13 13:50:18,021 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.719, mIoU: 0.172
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2023-07-13 13:50:27,490 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.732, mIoU: 0.175
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2023-07-13 13:50:39,669 semantic_segmentation INFO: Sample: 322, Validation pixAcc: 0.732, mIoU: 0.176
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2023-07-13 13:50:51,852 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.753, mIoU: 0.185
2023-07-13 13:50:51,981 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.753, mIoU: 0.186
2023-07-13 13:50:52,112 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.753, mIoU: 0.186
2023-07-13 13:50:52,241 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.754, mIoU: 0.186
2023-07-13 13:50:52,365 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.754, mIoU: 0.186
2023-07-13 13:50:52,489 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.754, mIoU: 0.186
2023-07-13 13:50:52,612 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.754, mIoU: 0.186
2023-07-13 13:50:52,732 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.754, mIoU: 0.186
2023-07-13 13:50:52,850 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.754, mIoU: 0.186
2023-07-13 13:50:52,979 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.755, mIoU: 0.186
2023-07-13 13:50:53,112 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.755, mIoU: 0.186
2023-07-13 13:50:53,242 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.755, mIoU: 0.186
2023-07-13 13:50:53,372 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.756, mIoU: 0.187
2023-07-13 13:50:53,506 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.756, mIoU: 0.187
2023-07-13 13:50:53,635 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.756, mIoU: 0.187
2023-07-13 13:50:53,764 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.756, mIoU: 0.187
2023-07-13 13:50:53,891 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.757, mIoU: 0.187
2023-07-13 13:50:54,015 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.757, mIoU: 0.187
2023-07-13 13:50:54,138 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.757, mIoU: 0.188
2023-07-13 13:50:54,260 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.757, mIoU: 0.188
2023-07-13 13:50:54,380 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.758, mIoU: 0.188
2023-07-13 13:50:54,498 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.758, mIoU: 0.188
2023-07-13 13:50:54,630 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.758, mIoU: 0.189
2023-07-13 13:50:54,765 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.758, mIoU: 0.188
2023-07-13 13:50:54,894 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.758, mIoU: 0.188
2023-07-13 13:50:55,020 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.759, mIoU: 0.188
2023-07-13 13:50:55,147 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.759, mIoU: 0.189
2023-07-13 13:50:55,272 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.759, mIoU: 0.189
2023-07-13 13:50:55,394 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.759, mIoU: 0.189
2023-07-13 13:50:55,511 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.759, mIoU: 0.189
2023-07-13 13:50:55,637 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.760, mIoU: 0.189
2023-07-13 13:50:55,767 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.760, mIoU: 0.190
2023-07-13 13:50:55,898 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.760, mIoU: 0.190
2023-07-13 13:50:56,030 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.761, mIoU: 0.190
2023-07-13 13:50:56,159 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.761, mIoU: 0.190
2023-07-13 13:50:56,286 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.760, mIoU: 0.189
2023-07-13 13:50:56,414 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.760, mIoU: 0.190
2023-07-13 13:50:56,540 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.760, mIoU: 0.190
2023-07-13 13:50:56,666 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.761, mIoU: 0.190
2023-07-13 13:50:56,795 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.761, mIoU: 0.190
2023-07-13 13:50:56,922 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.761, mIoU: 0.190
2023-07-13 13:50:57,050 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.761, mIoU: 0.190
2023-07-13 13:50:57,176 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.761, mIoU: 0.190
2023-07-13 13:50:57,305 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.761, mIoU: 0.190
2023-07-13 13:50:57,433 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.761, mIoU: 0.190
2023-07-13 13:50:57,560 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.761, mIoU: 0.190
2023-07-13 13:50:57,687 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.761, mIoU: 0.190
2023-07-13 13:50:57,816 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.761, mIoU: 0.190
2023-07-13 13:50:57,944 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.761, mIoU: 0.190
2023-07-13 13:50:58,072 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.760, mIoU: 0.190
2023-07-13 13:50:58,197 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.761, mIoU: 0.190
2023-07-13 13:50:58,323 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.761, mIoU: 0.190
2023-07-13 13:50:58,452 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.761, mIoU: 0.190
2023-07-13 13:50:58,580 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.761, mIoU: 0.190
2023-07-13 13:50:58,706 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.761, mIoU: 0.190
2023-07-13 13:50:58,837 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.761, mIoU: 0.190
2023-07-13 13:50:58,963 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.761, mIoU: 0.190
2023-07-13 13:50:59,086 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.762, mIoU: 0.190
2023-07-13 13:50:59,205 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.762, mIoU: 0.190
2023-07-13 13:50:59,332 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.762, mIoU: 0.191
2023-07-13 13:50:59,466 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.762, mIoU: 0.191
2023-07-13 13:50:59,597 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.762, mIoU: 0.191
2023-07-13 13:50:59,726 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.762, mIoU: 0.191
2023-07-13 13:50:59,856 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.762, mIoU: 0.191
2023-07-13 13:50:59,987 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.762, mIoU: 0.191
2023-07-13 13:51:00,119 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.762, mIoU: 0.191
2023-07-13 13:51:00,246 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.762, mIoU: 0.191
2023-07-13 13:51:00,371 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.763, mIoU: 0.191
2023-07-13 13:51:00,498 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.762, mIoU: 0.191
2023-07-13 13:51:00,625 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.762, mIoU: 0.191
2023-07-13 13:51:00,755 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.762, mIoU: 0.191
2023-07-13 13:51:00,891 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.762, mIoU: 0.191
2023-07-13 13:51:01,019 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.763, mIoU: 0.191
2023-07-13 13:51:01,146 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.763, mIoU: 0.191
2023-07-13 13:51:01,268 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.763, mIoU: 0.192
2023-07-13 13:51:01,397 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.763, mIoU: 0.192
2023-07-13 13:51:01,526 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.763, mIoU: 0.191
2023-07-13 13:51:01,654 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.763, mIoU: 0.191
2023-07-13 13:51:01,780 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.763, mIoU: 0.191
2023-07-13 13:51:01,909 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.763, mIoU: 0.191
2023-07-13 13:51:02,038 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.763, mIoU: 0.191
2023-07-13 13:51:02,164 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.763, mIoU: 0.191
2023-07-13 13:51:02,284 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.763, mIoU: 0.191
2023-07-13 13:51:37,154 semantic_segmentation INFO: Iters: 810/50000 || Lr: 0.019709 || Task Loss: 1.0711 || KD Loss: 0.6975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2369|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:47:20 || Estimated Time: 1 day, 23:53:26
2023-07-13 13:52:11,556 semantic_segmentation INFO: Iters: 820/50000 || Lr: 0.019705 || Task Loss: 0.9168 || KD Loss: 0.5615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:47:54 || Estimated Time: 1 day, 23:52:12
2023-07-13 13:52:45,986 semantic_segmentation INFO: Iters: 830/50000 || Lr: 0.019701 || Task Loss: 1.0329 || KD Loss: 0.6203|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:48:28 || Estimated Time: 1 day, 23:51:00
2023-07-13 13:53:20,361 semantic_segmentation INFO: Iters: 840/50000 || Lr: 0.019698 || Task Loss: 1.0920 || KD Loss: 0.6408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:49:03 || Estimated Time: 1 day, 23:49:46
2023-07-13 13:53:54,764 semantic_segmentation INFO: Iters: 850/50000 || Lr: 0.019694 || Task Loss: 1.0571 || KD Loss: 0.6842|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:49:37 || Estimated Time: 1 day, 23:48:35
2023-07-13 13:54:29,095 semantic_segmentation INFO: Iters: 860/50000 || Lr: 0.019690 || Task Loss: 1.1240 || KD Loss: 0.6891|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2305|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:50:12 || Estimated Time: 1 day, 23:47:23
2023-07-13 13:55:03,372 semantic_segmentation INFO: Iters: 870/50000 || Lr: 0.019687 || Task Loss: 0.8788 || KD Loss: 0.4860|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:50:46 || Estimated Time: 1 day, 23:46:05
2023-07-13 13:55:37,810 semantic_segmentation INFO: Iters: 880/50000 || Lr: 0.019683 || Task Loss: 0.9524 || KD Loss: 0.5541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2022|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:51:20 || Estimated Time: 1 day, 23:44:58
2023-07-13 13:56:12,182 semantic_segmentation INFO: Iters: 890/50000 || Lr: 0.019680 || Task Loss: 1.2346 || KD Loss: 0.6931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1880|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:51:55 || Estimated Time: 1 day, 23:43:49
2023-07-13 13:56:46,581 semantic_segmentation INFO: Iters: 900/50000 || Lr: 0.019676 || Task Loss: 0.6940 || KD Loss: 0.3756|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2262|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:52:29 || Estimated Time: 1 day, 23:42:41
2023-07-13 13:57:20,990 semantic_segmentation INFO: Iters: 910/50000 || Lr: 0.019672 || Task Loss: 0.8268 || KD Loss: 0.4139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2040|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:53:03 || Estimated Time: 1 day, 23:41:36
2023-07-13 13:57:55,099 semantic_segmentation INFO: Iters: 920/50000 || Lr: 0.019669 || Task Loss: 0.7454 || KD Loss: 0.4127|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2212|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:53:38 || Estimated Time: 1 day, 23:40:16
2023-07-13 13:58:29,103 semantic_segmentation INFO: Iters: 930/50000 || Lr: 0.019665 || Task Loss: 1.3179 || KD Loss: 0.8771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2328|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:54:12 || Estimated Time: 1 day, 23:38:51
2023-07-13 13:59:03,374 semantic_segmentation INFO: Iters: 940/50000 || Lr: 0.019662 || Task Loss: 1.0506 || KD Loss: 0.6643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2148|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:54:46 || Estimated Time: 1 day, 23:37:38
2023-07-13 13:59:37,583 semantic_segmentation INFO: Iters: 950/50000 || Lr: 0.019658 || Task Loss: 0.8405 || KD Loss: 0.5057|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:55:20 || Estimated Time: 1 day, 23:36:28
2023-07-13 14:00:12,101 semantic_segmentation INFO: Iters: 960/50000 || Lr: 0.019654 || Task Loss: 1.0525 || KD Loss: 0.6160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:55:55 || Estimated Time: 1 day, 23:35:30
2023-07-13 14:00:46,611 semantic_segmentation INFO: Iters: 970/50000 || Lr: 0.019651 || Task Loss: 0.8646 || KD Loss: 0.4426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:56:29 || Estimated Time: 1 day, 23:34:31
2023-07-13 14:01:21,082 semantic_segmentation INFO: Iters: 980/50000 || Lr: 0.019647 || Task Loss: 0.8704 || KD Loss: 0.4937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:57:04 || Estimated Time: 1 day, 23:33:34
2023-07-13 14:01:55,595 semantic_segmentation INFO: Iters: 990/50000 || Lr: 0.019644 || Task Loss: 1.0242 || KD Loss: 0.6283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1837|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:57:38 || Estimated Time: 1 day, 23:32:38
2023-07-13 14:02:30,089 semantic_segmentation INFO: Iters: 1000/50000 || Lr: 0.019640 || Task Loss: 0.7630 || KD Loss: 0.4567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1811|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:58:13 || Estimated Time: 1 day, 23:31:43
2023-07-13 14:03:04,627 semantic_segmentation INFO: Iters: 1010/50000 || Lr: 0.019636 || Task Loss: 0.7623 || KD Loss: 0.4719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1997|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:58:47 || Estimated Time: 1 day, 23:30:49
2023-07-13 14:03:39,169 semantic_segmentation INFO: Iters: 1020/50000 || Lr: 0.019633 || Task Loss: 0.9520 || KD Loss: 0.5374|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1871|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:59:22 || Estimated Time: 1 day, 23:29:57
2023-07-13 14:04:13,575 semantic_segmentation INFO: Iters: 1030/50000 || Lr: 0.019629 || Task Loss: 1.1879 || KD Loss: 0.7285|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1852|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 0:59:56 || Estimated Time: 1 day, 23:28:57
2023-07-13 14:04:47,650 semantic_segmentation INFO: Iters: 1040/50000 || Lr: 0.019626 || Task Loss: 0.9872 || KD Loss: 0.5536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:00:30 || Estimated Time: 1 day, 23:27:47
2023-07-13 14:05:21,750 semantic_segmentation INFO: Iters: 1050/50000 || Lr: 0.019622 || Task Loss: 0.9326 || KD Loss: 0.5422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:01:04 || Estimated Time: 1 day, 23:26:32
2023-07-13 14:05:55,951 semantic_segmentation INFO: Iters: 1060/50000 || Lr: 0.019618 || Task Loss: 1.0866 || KD Loss: 0.6506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2254|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:01:38 || Estimated Time: 1 day, 23:25:26
2023-07-13 14:06:30,244 semantic_segmentation INFO: Iters: 1070/50000 || Lr: 0.019615 || Task Loss: 0.7803 || KD Loss: 0.4650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2107|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:02:13 || Estimated Time: 1 day, 23:24:23
2023-07-13 14:07:04,716 semantic_segmentation INFO: Iters: 1080/50000 || Lr: 0.019611 || Task Loss: 0.8588 || KD Loss: 0.5626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2058|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:02:47 || Estimated Time: 1 day, 23:23:29
2023-07-13 14:07:39,237 semantic_segmentation INFO: Iters: 1090/50000 || Lr: 0.019608 || Task Loss: 1.1763 || KD Loss: 0.7248|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1923|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:03:22 || Estimated Time: 1 day, 23:22:38
2023-07-13 14:08:13,663 semantic_segmentation INFO: Iters: 1100/50000 || Lr: 0.019604 || Task Loss: 1.7006 || KD Loss: 1.0146|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2218|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:03:56 || Estimated Time: 1 day, 23:21:44
2023-07-13 14:08:48,125 semantic_segmentation INFO: Iters: 1110/50000 || Lr: 0.019600 || Task Loss: 1.7155 || KD Loss: 1.0859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:04:31 || Estimated Time: 1 day, 23:20:51
2023-07-13 14:09:22,547 semantic_segmentation INFO: Iters: 1120/50000 || Lr: 0.019597 || Task Loss: 0.9275 || KD Loss: 0.5405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:05:05 || Estimated Time: 1 day, 23:19:57
2023-07-13 14:09:57,008 semantic_segmentation INFO: Iters: 1130/50000 || Lr: 0.019593 || Task Loss: 0.8926 || KD Loss: 0.4754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1970|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:05:40 || Estimated Time: 1 day, 23:19:06
2023-07-13 14:10:31,499 semantic_segmentation INFO: Iters: 1140/50000 || Lr: 0.019589 || Task Loss: 0.9035 || KD Loss: 0.4926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1969|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:06:14 || Estimated Time: 1 day, 23:18:14
2023-07-13 14:11:05,694 semantic_segmentation INFO: Iters: 1150/50000 || Lr: 0.019586 || Task Loss: 0.8211 || KD Loss: 0.4675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2043|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:06:48 || Estimated Time: 1 day, 23:17:14
2023-07-13 14:11:40,065 semantic_segmentation INFO: Iters: 1160/50000 || Lr: 0.019582 || Task Loss: 0.7308 || KD Loss: 0.4323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:07:23 || Estimated Time: 1 day, 23:16:16
2023-07-13 14:12:14,207 semantic_segmentation INFO: Iters: 1170/50000 || Lr: 0.019579 || Task Loss: 0.9020 || KD Loss: 0.5562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1980|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:07:57 || Estimated Time: 1 day, 23:15:13
2023-07-13 14:12:48,651 semantic_segmentation INFO: Iters: 1180/50000 || Lr: 0.019575 || Task Loss: 1.4352 || KD Loss: 1.0171|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1763|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:08:31 || Estimated Time: 1 day, 23:14:21
2023-07-13 14:13:23,060 semantic_segmentation INFO: Iters: 1190/50000 || Lr: 0.019571 || Task Loss: 1.2425 || KD Loss: 0.7726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2023|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:09:06 || Estimated Time: 1 day, 23:13:29
2023-07-13 14:13:57,533 semantic_segmentation INFO: Iters: 1200/50000 || Lr: 0.019568 || Task Loss: 0.7927 || KD Loss: 0.4464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2186|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:09:40 || Estimated Time: 1 day, 23:12:39
2023-07-13 14:14:32,041 semantic_segmentation INFO: Iters: 1210/50000 || Lr: 0.019564 || Task Loss: 0.9154 || KD Loss: 0.5304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1984|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:10:15 || Estimated Time: 1 day, 23:11:53
2023-07-13 14:15:06,450 semantic_segmentation INFO: Iters: 1220/50000 || Lr: 0.019561 || Task Loss: 1.2404 || KD Loss: 0.7351|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1872|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:10:49 || Estimated Time: 1 day, 23:11:01
2023-07-13 14:15:40,929 semantic_segmentation INFO: Iters: 1230/50000 || Lr: 0.019557 || Task Loss: 0.9402 || KD Loss: 0.6541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1859|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:11:23 || Estimated Time: 1 day, 23:10:12
2023-07-13 14:16:15,336 semantic_segmentation INFO: Iters: 1240/50000 || Lr: 0.019553 || Task Loss: 1.0750 || KD Loss: 0.6148|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1799|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:11:58 || Estimated Time: 1 day, 23:09:21
2023-07-13 14:16:49,756 semantic_segmentation INFO: Iters: 1250/50000 || Lr: 0.019550 || Task Loss: 1.0415 || KD Loss: 0.6089|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1750|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:12:32 || Estimated Time: 1 day, 23:08:33
2023-07-13 14:17:24,319 semantic_segmentation INFO: Iters: 1260/50000 || Lr: 0.019546 || Task Loss: 0.8703 || KD Loss: 0.5040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1669|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:13:07 || Estimated Time: 1 day, 23:07:46
2023-07-13 14:17:58,734 semantic_segmentation INFO: Iters: 1270/50000 || Lr: 0.019543 || Task Loss: 0.8292 || KD Loss: 0.5085|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1976|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:13:41 || Estimated Time: 1 day, 23:06:56
2023-07-13 14:18:33,171 semantic_segmentation INFO: Iters: 1280/50000 || Lr: 0.019539 || Task Loss: 0.7556 || KD Loss: 0.4131|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:14:16 || Estimated Time: 1 day, 23:06:09
2023-07-13 14:19:07,399 semantic_segmentation INFO: Iters: 1290/50000 || Lr: 0.019535 || Task Loss: 1.0908 || KD Loss: 0.6808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1899|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:14:50 || Estimated Time: 1 day, 23:05:12
2023-07-13 14:19:41,753 semantic_segmentation INFO: Iters: 1300/50000 || Lr: 0.019532 || Task Loss: 0.9524 || KD Loss: 0.5112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1924|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:15:24 || Estimated Time: 1 day, 23:04:19
2023-07-13 14:20:15,957 semantic_segmentation INFO: Iters: 1310/50000 || Lr: 0.019528 || Task Loss: 1.3410 || KD Loss: 0.8483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1768|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:15:58 || Estimated Time: 1 day, 23:03:22
2023-07-13 14:20:50,352 semantic_segmentation INFO: Iters: 1320/50000 || Lr: 0.019525 || Task Loss: 0.8678 || KD Loss: 0.5354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1934|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:16:33 || Estimated Time: 1 day, 23:02:32
2023-07-13 14:21:24,771 semantic_segmentation INFO: Iters: 1330/50000 || Lr: 0.019521 || Task Loss: 0.8513 || KD Loss: 0.4564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:17:07 || Estimated Time: 1 day, 23:01:44
2023-07-13 14:21:59,181 semantic_segmentation INFO: Iters: 1340/50000 || Lr: 0.019517 || Task Loss: 1.1504 || KD Loss: 0.6864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1897|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:17:42 || Estimated Time: 1 day, 23:00:56
2023-07-13 14:22:33,576 semantic_segmentation INFO: Iters: 1350/50000 || Lr: 0.019514 || Task Loss: 1.0863 || KD Loss: 0.6682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1797|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:18:16 || Estimated Time: 1 day, 23:00:08
2023-07-13 14:23:07,930 semantic_segmentation INFO: Iters: 1360/50000 || Lr: 0.019510 || Task Loss: 1.2201 || KD Loss: 0.6977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1870|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:18:50 || Estimated Time: 1 day, 22:59:18
2023-07-13 14:23:42,383 semantic_segmentation INFO: Iters: 1370/50000 || Lr: 0.019506 || Task Loss: 0.7204 || KD Loss: 0.4819|| 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: 1:19:25 || Estimated Time: 1 day, 22:58:31
2023-07-13 14:24:16,781 semantic_segmentation INFO: Iters: 1380/50000 || Lr: 0.019503 || Task Loss: 0.9810 || KD Loss: 0.5525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1820|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:19:59 || Estimated Time: 1 day, 22:57:43
2023-07-13 14:24:51,142 semantic_segmentation INFO: Iters: 1390/50000 || Lr: 0.019499 || Task Loss: 0.9262 || KD Loss: 0.5696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1801|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:20:34 || Estimated Time: 1 day, 22:56:55
2023-07-13 14:25:25,425 semantic_segmentation INFO: Iters: 1400/50000 || Lr: 0.019496 || Task Loss: 0.7635 || KD Loss: 0.4353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1734|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:21:08 || Estimated Time: 1 day, 22:56:02
2023-07-13 14:25:59,870 semantic_segmentation INFO: Iters: 1410/50000 || Lr: 0.019492 || Task Loss: 0.8457 || KD Loss: 0.4810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:21:42 || Estimated Time: 1 day, 22:55:17
2023-07-13 14:26:34,009 semantic_segmentation INFO: Iters: 1420/50000 || Lr: 0.019488 || Task Loss: 0.6399 || KD Loss: 0.3883|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1499|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 22:54:20
2023-07-13 14:27:08,131 semantic_segmentation INFO: Iters: 1430/50000 || Lr: 0.019485 || Task Loss: 1.1177 || KD Loss: 0.6230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1722|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:22:51 || Estimated Time: 1 day, 22:53:24
2023-07-13 14:27:42,251 semantic_segmentation INFO: Iters: 1440/50000 || Lr: 0.019481 || Task Loss: 0.8518 || KD Loss: 0.5795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:23:25 || Estimated Time: 1 day, 22:52:27
2023-07-13 14:28:16,770 semantic_segmentation INFO: Iters: 1450/50000 || Lr: 0.019478 || Task Loss: 0.8171 || KD Loss: 0.4823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1713|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:23:59 || Estimated Time: 1 day, 22:51:45
2023-07-13 14:28:51,245 semantic_segmentation INFO: Iters: 1460/50000 || Lr: 0.019474 || Task Loss: 0.7399 || KD Loss: 0.4190|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:24:34 || Estimated Time: 1 day, 22:51:01
2023-07-13 14:29:25,813 semantic_segmentation INFO: Iters: 1470/50000 || Lr: 0.019470 || Task Loss: 1.0232 || KD Loss: 0.6402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:25:08 || Estimated Time: 1 day, 22:50:21
2023-07-13 14:30:00,314 semantic_segmentation INFO: Iters: 1480/50000 || Lr: 0.019467 || Task Loss: 1.1122 || KD Loss: 0.6581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1665|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:25:43 || Estimated Time: 1 day, 22:49:38
2023-07-13 14:30:34,869 semantic_segmentation INFO: Iters: 1490/50000 || Lr: 0.019463 || Task Loss: 0.9587 || KD Loss: 0.5544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1744|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:26:17 || Estimated Time: 1 day, 22:48:56
2023-07-13 14:31:09,316 semantic_segmentation INFO: Iters: 1500/50000 || Lr: 0.019460 || Task Loss: 1.1384 || KD Loss: 0.7233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1912|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:26:52 || Estimated Time: 1 day, 22:48:13
2023-07-13 14:31:43,854 semantic_segmentation INFO: Iters: 1510/50000 || Lr: 0.019456 || Task Loss: 0.9503 || KD Loss: 0.5234|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1794|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:27:26 || Estimated Time: 1 day, 22:47:31
2023-07-13 14:32:18,471 semantic_segmentation INFO: Iters: 1520/50000 || Lr: 0.019452 || Task Loss: 0.8205 || KD Loss: 0.4654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1862|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:28:01 || Estimated Time: 1 day, 22:46:53
2023-07-13 14:32:52,889 semantic_segmentation INFO: Iters: 1530/50000 || Lr: 0.019449 || Task Loss: 0.6506 || KD Loss: 0.3565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1836|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:28:35 || Estimated Time: 1 day, 22:46:08
2023-07-13 14:33:27,367 semantic_segmentation INFO: Iters: 1540/50000 || Lr: 0.019445 || Task Loss: 0.6666 || KD Loss: 0.3841|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1868|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:29:10 || Estimated Time: 1 day, 22:45:26
2023-07-13 14:34:01,708 semantic_segmentation INFO: Iters: 1550/50000 || Lr: 0.019441 || Task Loss: 1.0222 || KD Loss: 0.6268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1664|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:29:44 || Estimated Time: 1 day, 22:44:38
2023-07-13 14:34:36,123 semantic_segmentation INFO: Iters: 1560/50000 || Lr: 0.019438 || Task Loss: 1.3675 || KD Loss: 0.7780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1645|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:30:19 || Estimated Time: 1 day, 22:43:53
2023-07-13 14:35:10,594 semantic_segmentation INFO: Iters: 1570/50000 || Lr: 0.019434 || Task Loss: 0.9512 || KD Loss: 0.5618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1786|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:30:53 || Estimated Time: 1 day, 22:43:12
2023-07-13 14:35:45,127 semantic_segmentation INFO: Iters: 1580/50000 || Lr: 0.019431 || Task Loss: 1.0217 || KD Loss: 0.5896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1648|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:31:28 || Estimated Time: 1 day, 22:42:30
2023-07-13 14:36:19,547 semantic_segmentation INFO: Iters: 1590/50000 || Lr: 0.019427 || Task Loss: 0.9768 || KD Loss: 0.5388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1884|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:32:02 || Estimated Time: 1 day, 22:41:45
2023-07-13 14:36:54,026 semantic_segmentation INFO: Iters: 1600/50000 || Lr: 0.019423 || Task Loss: 1.0148 || KD Loss: 0.6888|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1702|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:32:37 || Estimated Time: 1 day, 22:41:04
2023-07-13 14:36:54,099 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-13 14:36:54,745 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.803, mIoU: 0.199
2023-07-13 14:36:54,867 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.816, mIoU: 0.170
2023-07-13 14:36:54,985 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.803, mIoU: 0.164
2023-07-13 14:36:55,105 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.772, mIoU: 0.178
2023-07-13 14:36:55,235 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.782, mIoU: 0.185
2023-07-13 14:36:55,366 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.801, mIoU: 0.190
2023-07-13 14:36:55,493 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.789, mIoU: 0.190
2023-07-13 14:36:55,621 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.781, mIoU: 0.191
2023-07-13 14:36:55,753 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.775, mIoU: 0.192
2023-07-13 14:36:55,881 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.769, mIoU: 0.201
2023-07-13 14:36:56,008 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.766, mIoU: 0.203
2023-07-13 14:36:56,132 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.762, mIoU: 0.224
2023-07-13 14:36:56,255 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.763, mIoU: 0.227
2023-07-13 14:36:56,376 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.760, mIoU: 0.223
2023-07-13 14:36:56,496 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.753, mIoU: 0.223
2023-07-13 14:36:56,615 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.754, mIoU: 0.221
2023-07-13 14:36:56,733 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.750, mIoU: 0.220
2023-07-13 14:36:56,860 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.747, mIoU: 0.218
2023-07-13 14:36:56,994 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.743, mIoU: 0.212
2023-07-13 14:36:57,122 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.744, mIoU: 0.213
2023-07-13 14:36:57,251 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.742, mIoU: 0.213
2023-07-13 14:36:57,381 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.731, mIoU: 0.209
2023-07-13 14:36:57,507 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.732, mIoU: 0.209
2023-07-13 14:36:57,633 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.732, mIoU: 0.207
2023-07-13 14:36:57,758 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.724, mIoU: 0.209
2023-07-13 14:36:57,882 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.716, mIoU: 0.207
2023-07-13 14:36:58,011 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.717, mIoU: 0.208
2023-07-13 14:36:58,139 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.719, mIoU: 0.207
2023-07-13 14:36:58,263 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.717, mIoU: 0.206
2023-07-13 14:36:58,384 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.716, mIoU: 0.206
2023-07-13 14:36:58,510 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.714, mIoU: 0.206
2023-07-13 14:36:58,638 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.716, mIoU: 0.206
2023-07-13 14:36:58,765 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.718, mIoU: 0.206
2023-07-13 14:36:58,893 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.717, mIoU: 0.206
2023-07-13 14:36:59,023 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.719, mIoU: 0.207
2023-07-13 14:36:59,151 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.719, mIoU: 0.207
2023-07-13 14:36:59,279 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.720, mIoU: 0.207
2023-07-13 14:36:59,402 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.716, mIoU: 0.207
2023-07-13 14:36:59,525 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.713, mIoU: 0.206
2023-07-13 14:36:59,653 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.712, mIoU: 0.206
2023-07-13 14:36:59,781 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.711, mIoU: 0.205
2023-07-13 14:36:59,906 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.714, mIoU: 0.206
2023-07-13 14:37:00,028 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.716, mIoU: 0.206
2023-07-13 14:37:00,157 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.716, mIoU: 0.206
2023-07-13 14:37:00,288 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.717, mIoU: 0.207
2023-07-13 14:37:00,416 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.718, mIoU: 0.207
2023-07-13 14:37:00,541 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.719, mIoU: 0.207
2023-07-13 14:37:00,669 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.718, mIoU: 0.206
2023-07-13 14:37:00,796 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.719, mIoU: 0.206
2023-07-13 14:37:00,919 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.719, mIoU: 0.206
2023-07-13 14:37:01,039 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.719, mIoU: 0.206
2023-07-13 14:37:01,170 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.717, mIoU: 0.204
2023-07-13 14:37:01,303 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.716, mIoU: 0.202
2023-07-13 14:37:01,432 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.715, mIoU: 0.198
2023-07-13 14:37:01,562 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.716, mIoU: 0.198
2023-07-13 14:37:01,688 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.716, mIoU: 0.198
2023-07-13 14:37:01,819 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.717, mIoU: 0.198
2023-07-13 14:37:01,951 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.716, mIoU: 0.198
2023-07-13 14:37:02,076 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.718, mIoU: 0.199
2023-07-13 14:37:02,200 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.719, mIoU: 0.201
2023-07-13 14:37:02,323 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.718, mIoU: 0.201
2023-07-13 14:37:02,445 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.715, mIoU: 0.201
2023-07-13 14:37:02,566 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.714, mIoU: 0.201
2023-07-13 14:37:02,686 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.712, mIoU: 0.201
2023-07-13 14:37:02,814 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.711, mIoU: 0.201
2023-07-13 14:37:02,944 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.711, mIoU: 0.201
2023-07-13 14:37:03,072 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.711, mIoU: 0.200
2023-07-13 14:37:03,199 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.710, mIoU: 0.200
2023-07-13 14:37:03,329 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.710, mIoU: 0.200
2023-07-13 14:37:03,459 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.712, mIoU: 0.200
2023-07-13 14:37:03,589 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.713, mIoU: 0.200
2023-07-13 14:37:03,714 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.715, mIoU: 0.200
2023-07-13 14:37:03,837 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.717, mIoU: 0.200
2023-07-13 14:37:03,960 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.719, mIoU: 0.200
2023-07-13 14:37:04,081 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.718, mIoU: 0.200
2023-07-13 14:37:04,199 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.716, mIoU: 0.199
2023-07-13 14:37:04,315 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.717, mIoU: 0.200
2023-07-13 14:37:04,442 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.716, mIoU: 0.200
2023-07-13 14:37:04,574 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.713, mIoU: 0.199
2023-07-13 14:37:04,702 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.710, mIoU: 0.199
2023-07-13 14:37:04,831 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.709, mIoU: 0.199
2023-07-13 14:37:04,962 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.708, mIoU: 0.199
2023-07-13 14:37:05,090 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.710, mIoU: 0.200
2023-07-13 14:37:05,216 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.709, mIoU: 0.199
2023-07-13 14:37:05,339 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.707, mIoU: 0.199
2023-07-13 14:37:05,463 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.708, mIoU: 0.199
2023-07-13 14:37:05,593 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.708, mIoU: 0.200
2023-07-13 14:37:05,723 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.708, mIoU: 0.199
2023-07-13 14:37:05,851 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.708, mIoU: 0.199
2023-07-13 14:37:05,975 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.708, mIoU: 0.199
2023-07-13 14:37:06,102 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.708, mIoU: 0.199
2023-07-13 14:37:06,232 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.708, mIoU: 0.199
2023-07-13 14:37:06,360 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.709, mIoU: 0.199
2023-07-13 14:37:06,484 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.710, mIoU: 0.200
2023-07-13 14:37:06,608 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.712, mIoU: 0.200
2023-07-13 14:37:06,729 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.713, mIoU: 0.201
2023-07-13 14:37:06,849 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.713, mIoU: 0.201
2023-07-13 14:37:06,966 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.714, mIoU: 0.202
2023-07-13 14:37:07,129 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.712, mIoU: 0.201
2023-07-13 14:37:07,288 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.711, mIoU: 0.202
2023-07-13 14:37:07,442 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.707, mIoU: 0.201
2023-07-13 14:37:07,594 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.707, mIoU: 0.201
2023-07-13 14:37:07,743 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.706, mIoU: 0.201
2023-07-13 14:37:07,890 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.707, mIoU: 0.201
2023-07-13 14:37:08,035 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.706, mIoU: 0.201
2023-07-13 14:37:08,177 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.707, mIoU: 0.201
2023-07-13 14:37:08,317 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.708, mIoU: 0.201
2023-07-13 14:37:08,456 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.708, mIoU: 0.202
2023-07-13 14:37:08,595 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.708, mIoU: 0.202
2023-07-13 14:37:08,732 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.707, mIoU: 0.202
2023-07-13 14:37:08,867 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.707, mIoU: 0.202
2023-07-13 14:37:09,001 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.707, mIoU: 0.202
2023-07-13 14:37:09,134 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.707, mIoU: 0.201
2023-07-13 14:37:09,265 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.706, mIoU: 0.201
2023-07-13 14:37:09,397 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.708, mIoU: 0.202
2023-07-13 14:37:09,528 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.708, mIoU: 0.202
2023-07-13 14:37:09,656 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.708, mIoU: 0.202
2023-07-13 14:37:09,786 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.708, mIoU: 0.202
2023-07-13 14:37:09,913 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.707, mIoU: 0.201
2023-07-13 14:37:10,041 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.707, mIoU: 0.201
2023-07-13 14:37:10,170 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.707, mIoU: 0.202
2023-07-13 14:37:10,300 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.708, mIoU: 0.202
2023-07-13 14:37:10,427 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.709, mIoU: 0.202
2023-07-13 14:37:10,555 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.709, mIoU: 0.202
2023-07-13 14:37:10,681 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.709, mIoU: 0.202
2023-07-13 14:37:10,806 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.709, mIoU: 0.201
2023-07-13 14:37:10,932 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.709, mIoU: 0.202
2023-07-13 14:37:11,058 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.711, mIoU: 0.202
2023-07-13 14:37:11,187 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.711, mIoU: 0.203
2023-07-13 14:37:11,315 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.712, mIoU: 0.203
2023-07-13 14:37:11,445 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.712, mIoU: 0.203
2023-07-13 14:37:11,573 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.713, mIoU: 0.203
2023-07-13 14:37:11,697 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.714, mIoU: 0.203
2023-07-13 14:37:11,822 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.715, mIoU: 0.204
2023-07-13 14:37:11,947 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.716, mIoU: 0.204
2023-07-13 14:37:12,074 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.718, mIoU: 0.204
2023-07-13 14:37:12,202 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.718, mIoU: 0.204
2023-07-13 14:37:12,329 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.716, mIoU: 0.204
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2023-07-13 14:37:37,756 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.698, mIoU: 0.196
2023-07-13 14:37:37,881 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.699, mIoU: 0.196
2023-07-13 14:37:38,011 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.699, mIoU: 0.196
2023-07-13 14:37:38,142 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.700, mIoU: 0.196
2023-07-13 14:37:38,269 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.700, mIoU: 0.197
2023-07-13 14:37:38,396 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.701, mIoU: 0.197
2023-07-13 14:37:38,522 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.701, mIoU: 0.197
2023-07-13 14:37:38,649 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.701, mIoU: 0.197
2023-07-13 14:37:38,778 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.702, mIoU: 0.197
2023-07-13 14:37:38,904 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.702, mIoU: 0.197
2023-07-13 14:37:39,028 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.701, mIoU: 0.197
2023-07-13 14:37:39,151 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.702, mIoU: 0.197
2023-07-13 14:37:39,280 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.702, mIoU: 0.197
2023-07-13 14:37:39,412 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.702, mIoU: 0.197
2023-07-13 14:37:39,541 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.702, mIoU: 0.198
2023-07-13 14:37:39,665 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.702, mIoU: 0.198
2023-07-13 14:37:39,791 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.702, mIoU: 0.198
2023-07-13 14:37:39,912 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.702, mIoU: 0.198
2023-07-13 14:37:40,031 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.702, mIoU: 0.198
2023-07-13 14:37:40,148 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.703, mIoU: 0.198
2023-07-13 14:37:40,277 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.703, mIoU: 0.198
2023-07-13 14:37:40,410 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.703, mIoU: 0.198
2023-07-13 14:37:40,540 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.703, mIoU: 0.198
2023-07-13 14:37:40,666 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.703, mIoU: 0.198
2023-07-13 14:37:40,788 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.703, mIoU: 0.199
2023-07-13 14:37:40,918 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.704, mIoU: 0.199
2023-07-13 14:37:41,050 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.704, mIoU: 0.199
2023-07-13 14:37:41,180 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.704, mIoU: 0.199
2023-07-13 14:37:41,303 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.704, mIoU: 0.199
2023-07-13 14:37:41,426 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.705, mIoU: 0.200
2023-07-13 14:37:41,547 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.705, mIoU: 0.200
2023-07-13 14:37:41,667 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.705, mIoU: 0.200
2023-07-13 14:37:41,786 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.705, mIoU: 0.200
2023-07-13 14:37:41,915 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.706, mIoU: 0.200
2023-07-13 14:37:42,050 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.706, mIoU: 0.200
2023-07-13 14:37:42,180 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.706, mIoU: 0.200
2023-07-13 14:37:42,311 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.706, mIoU: 0.200
2023-07-13 14:37:42,445 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.706, mIoU: 0.200
2023-07-13 14:37:42,575 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.706, mIoU: 0.200
2023-07-13 14:37:42,704 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.706, mIoU: 0.201
2023-07-13 14:37:42,831 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.706, mIoU: 0.201
2023-07-13 14:37:42,955 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.707, mIoU: 0.201
2023-07-13 14:37:43,078 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.707, mIoU: 0.201
2023-07-13 14:37:43,200 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.706, mIoU: 0.201
2023-07-13 14:37:43,320 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.707, mIoU: 0.201
2023-07-13 14:37:43,439 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.707, mIoU: 0.201
2023-07-13 14:37:43,572 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.707, mIoU: 0.202
2023-07-13 14:37:43,706 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.708, mIoU: 0.202
2023-07-13 14:37:43,836 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.707, mIoU: 0.202
2023-07-13 14:37:43,962 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.708, mIoU: 0.202
2023-07-13 14:37:44,085 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.708, mIoU: 0.202
2023-07-13 14:37:44,206 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.707, mIoU: 0.202
2023-07-13 14:37:44,327 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.708, mIoU: 0.202
2023-07-13 14:37:44,444 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.708, mIoU: 0.202
2023-07-13 14:37:44,565 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.708, mIoU: 0.202
2023-07-13 14:37:44,687 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.708, mIoU: 0.203
2023-07-13 14:37:44,817 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.709, mIoU: 0.203
2023-07-13 14:37:44,949 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.709, mIoU: 0.203
2023-07-13 14:37:45,076 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.709, mIoU: 0.203
2023-07-13 14:37:45,201 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.710, mIoU: 0.203
2023-07-13 14:37:45,326 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.710, mIoU: 0.203
2023-07-13 14:37:45,449 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.710, mIoU: 0.203
2023-07-13 14:37:45,569 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.711, mIoU: 0.204
2023-07-13 14:37:45,687 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.711, mIoU: 0.204
2023-07-13 14:37:45,819 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.711, mIoU: 0.204
2023-07-13 14:37:45,954 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.712, mIoU: 0.204
2023-07-13 14:37:46,085 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.712, mIoU: 0.204
2023-07-13 14:37:46,212 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.712, mIoU: 0.204
2023-07-13 14:37:46,340 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.712, mIoU: 0.204
2023-07-13 14:37:46,469 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.712, mIoU: 0.204
2023-07-13 14:37:46,596 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.713, mIoU: 0.204
2023-07-13 14:37:46,716 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.712, mIoU: 0.204
2023-07-13 14:37:46,847 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.713, mIoU: 0.205
2023-07-13 14:37:46,979 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.713, mIoU: 0.205
2023-07-13 14:37:47,107 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.713, mIoU: 0.205
2023-07-13 14:37:47,236 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.713, mIoU: 0.205
2023-07-13 14:37:47,367 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.714, mIoU: 0.205
2023-07-13 14:37:47,496 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.714, mIoU: 0.205
2023-07-13 14:37:47,624 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.714, mIoU: 0.205
2023-07-13 14:37:47,750 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.714, mIoU: 0.205
2023-07-13 14:37:47,878 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.714, mIoU: 0.205
2023-07-13 14:37:48,008 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.715, mIoU: 0.206
2023-07-13 14:37:48,135 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.715, mIoU: 0.206
2023-07-13 14:37:48,265 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.715, mIoU: 0.206
2023-07-13 14:37:48,397 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.715, mIoU: 0.206
2023-07-13 14:37:48,527 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.715, mIoU: 0.206
2023-07-13 14:37:48,655 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.715, mIoU: 0.206
2023-07-13 14:37:48,780 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.715, mIoU: 0.206
2023-07-13 14:37:48,910 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.715, mIoU: 0.206
2023-07-13 14:37:49,044 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.715, mIoU: 0.206
2023-07-13 14:37:49,173 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.715, mIoU: 0.206
2023-07-13 14:37:49,297 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.715, mIoU: 0.206
2023-07-13 14:37:49,421 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.715, mIoU: 0.206
2023-07-13 14:37:49,544 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.716, mIoU: 0.206
2023-07-13 14:37:49,664 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.715, mIoU: 0.206
2023-07-13 14:37:49,783 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.715, mIoU: 0.206
2023-07-13 14:37:49,916 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.716, mIoU: 0.207
2023-07-13 14:37:50,050 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.716, mIoU: 0.207
2023-07-13 14:37:50,181 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.716, mIoU: 0.207
2023-07-13 14:37:50,310 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.716, mIoU: 0.207
2023-07-13 14:37:50,440 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.717, mIoU: 0.207
2023-07-13 14:37:50,571 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.717, mIoU: 0.207
2023-07-13 14:37:50,701 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.717, mIoU: 0.207
2023-07-13 14:37:50,826 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.717, mIoU: 0.207
2023-07-13 14:37:50,954 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.717, mIoU: 0.207
2023-07-13 14:37:51,085 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.717, mIoU: 0.207
2023-07-13 14:37:51,214 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.717, mIoU: 0.207
2023-07-13 14:37:51,338 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.717, mIoU: 0.207
2023-07-13 14:37:51,463 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.717, mIoU: 0.207
2023-07-13 14:37:51,586 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.717, mIoU: 0.207
2023-07-13 14:37:51,707 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.717, mIoU: 0.207
2023-07-13 14:37:51,826 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.717, mIoU: 0.207
2023-07-13 14:37:51,958 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.717, mIoU: 0.207
2023-07-13 14:37:52,093 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.716, mIoU: 0.207
2023-07-13 14:37:52,223 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.716, mIoU: 0.207
2023-07-13 14:37:52,352 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.716, mIoU: 0.207
2023-07-13 14:37:52,481 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.716, mIoU: 0.207
2023-07-13 14:37:52,613 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.716, mIoU: 0.206
2023-07-13 14:37:52,744 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.715, mIoU: 0.206
2023-07-13 14:37:52,871 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.715, mIoU: 0.206
2023-07-13 14:37:52,997 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.714, mIoU: 0.206
2023-07-13 14:37:53,121 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.714, mIoU: 0.206
2023-07-13 14:37:53,248 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.714, mIoU: 0.206
2023-07-13 14:37:53,378 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.714, mIoU: 0.206
2023-07-13 14:37:53,512 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.714, mIoU: 0.206
2023-07-13 14:37:53,641 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.714, mIoU: 0.206
2023-07-13 14:37:53,771 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.714, mIoU: 0.206
2023-07-13 14:37:53,899 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.714, mIoU: 0.206
2023-07-13 14:37:54,027 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.715, mIoU: 0.206
2023-07-13 14:37:54,155 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.715, mIoU: 0.206
2023-07-13 14:37:54,282 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.715, mIoU: 0.206
2023-07-13 14:37:54,407 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.715, mIoU: 0.206
2023-07-13 14:37:54,534 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.715, mIoU: 0.206
2023-07-13 14:37:54,662 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.716, mIoU: 0.206
2023-07-13 14:37:54,786 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.716, mIoU: 0.206
2023-07-13 14:37:54,905 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.716, mIoU: 0.206
2023-07-13 14:37:55,034 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.716, mIoU: 0.206
2023-07-13 14:37:55,167 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.716, mIoU: 0.206
2023-07-13 14:37:55,296 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.716, mIoU: 0.206
2023-07-13 14:37:55,424 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.716, mIoU: 0.206
2023-07-13 14:37:55,555 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.716, mIoU: 0.206
2023-07-13 14:37:55,684 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.716, mIoU: 0.206
2023-07-13 14:37:55,811 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.716, mIoU: 0.206
2023-07-13 14:37:55,937 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.716, mIoU: 0.206
2023-07-13 14:37:56,061 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.716, mIoU: 0.206
2023-07-13 14:37:56,185 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.717, mIoU: 0.206
2023-07-13 14:37:56,307 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.716, mIoU: 0.206
2023-07-13 14:37:56,425 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.716, mIoU: 0.206
2023-07-13 14:37:56,542 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.716, mIoU: 0.206
2023-07-13 14:37:56,671 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.716, mIoU: 0.206
2023-07-13 14:37:56,804 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.716, mIoU: 0.206
2023-07-13 14:37:56,933 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.716, mIoU: 0.206
2023-07-13 14:37:57,063 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.716, mIoU: 0.207
2023-07-13 14:37:57,197 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.717, mIoU: 0.208
2023-07-13 14:37:57,326 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.717, mIoU: 0.208
2023-07-13 14:37:57,456 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.717, mIoU: 0.208
2023-07-13 14:37:57,583 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.717, mIoU: 0.208
2023-07-13 14:37:57,710 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.717, mIoU: 0.208
2023-07-13 14:37:57,837 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.717, mIoU: 0.208
2023-07-13 14:37:57,965 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.717, mIoU: 0.208
2023-07-13 14:37:58,091 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.717, mIoU: 0.208
2023-07-13 14:37:58,219 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.717, mIoU: 0.208
2023-07-13 14:38:33,057 semantic_segmentation INFO: Iters: 1610/50000 || Lr: 0.019420 || Task Loss: 0.8889 || KD Loss: 0.4881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:34:16 || Estimated Time: 1 day, 23:12:42
2023-07-13 14:39:07,518 semantic_segmentation INFO: Iters: 1620/50000 || Lr: 0.019416 || Task Loss: 0.8821 || KD Loss: 0.5557|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:34:50 || Estimated Time: 1 day, 23:11:46
2023-07-13 14:39:41,867 semantic_segmentation INFO: Iters: 1630/50000 || Lr: 0.019413 || Task Loss: 1.1646 || KD Loss: 0.7063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1633|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:35:24 || Estimated Time: 1 day, 23:10:49
2023-07-13 14:40:16,243 semantic_segmentation INFO: Iters: 1640/50000 || Lr: 0.019409 || Task Loss: 0.9638 || KD Loss: 0.5262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.2003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:35:59 || Estimated Time: 1 day, 23:09:52
2023-07-13 14:40:50,307 semantic_segmentation INFO: Iters: 1650/50000 || Lr: 0.019405 || Task Loss: 0.9135 || KD Loss: 0.5555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:36:33 || Estimated Time: 1 day, 23:08:46
2023-07-13 14:41:24,403 semantic_segmentation INFO: Iters: 1660/50000 || Lr: 0.019402 || Task Loss: 0.8619 || KD Loss: 0.4874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1845|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:37:07 || Estimated Time: 1 day, 23:07:42
2023-07-13 14:41:58,887 semantic_segmentation INFO: Iters: 1670/50000 || Lr: 0.019398 || Task Loss: 0.9748 || KD Loss: 0.5729|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1529|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:37:41 || Estimated Time: 1 day, 23:06:49
2023-07-13 14:42:33,287 semantic_segmentation INFO: Iters: 1680/50000 || Lr: 0.019395 || Task Loss: 0.8009 || KD Loss: 0.4844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1746|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:38:16 || Estimated Time: 1 day, 23:05:54
2023-07-13 14:43:07,677 semantic_segmentation INFO: Iters: 1690/50000 || Lr: 0.019391 || Task Loss: 0.8470 || KD Loss: 0.4245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:38:50 || Estimated Time: 1 day, 23:04:58
2023-07-13 14:43:42,092 semantic_segmentation INFO: Iters: 1700/50000 || Lr: 0.019387 || Task Loss: 0.7245 || KD Loss: 0.4284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1732|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:39:25 || Estimated Time: 1 day, 23:04:04
2023-07-13 14:44:16,528 semantic_segmentation INFO: Iters: 1710/50000 || Lr: 0.019384 || Task Loss: 1.1396 || KD Loss: 0.6659|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1650|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:39:59 || Estimated Time: 1 day, 23:03:11
2023-07-13 14:44:51,029 semantic_segmentation INFO: Iters: 1720/50000 || Lr: 0.019380 || Task Loss: 1.0337 || KD Loss: 0.5676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1651|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:40:34 || Estimated Time: 1 day, 23:02:20
2023-07-13 14:45:25,513 semantic_segmentation INFO: Iters: 1730/50000 || Lr: 0.019376 || Task Loss: 0.7558 || KD Loss: 0.4229|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1782|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:41:08 || Estimated Time: 1 day, 23:01:28
2023-07-13 14:46:00,064 semantic_segmentation INFO: Iters: 1740/50000 || Lr: 0.019373 || Task Loss: 0.6287 || KD Loss: 0.3575|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1610|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:41:43 || Estimated Time: 1 day, 23:00:39
2023-07-13 14:46:34,516 semantic_segmentation INFO: Iters: 1750/50000 || Lr: 0.019369 || Task Loss: 0.8451 || KD Loss: 0.4886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1596|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:42:17 || Estimated Time: 1 day, 22:59:47
2023-07-13 14:47:08,814 semantic_segmentation INFO: Iters: 1760/50000 || Lr: 0.019366 || Task Loss: 0.7612 || KD Loss: 0.4565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1434|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:42:51 || Estimated Time: 1 day, 22:58:52
2023-07-13 14:47:42,832 semantic_segmentation INFO: Iters: 1770/50000 || Lr: 0.019362 || Task Loss: 1.1856 || KD Loss: 0.7119|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1647|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:43:25 || Estimated Time: 1 day, 22:57:48
2023-07-13 14:48:17,066 semantic_segmentation INFO: Iters: 1780/50000 || Lr: 0.019358 || Task Loss: 1.0580 || KD Loss: 0.7138|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1741|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:44:00 || Estimated Time: 1 day, 22:56:50
2023-07-13 14:48:51,481 semantic_segmentation INFO: Iters: 1790/50000 || Lr: 0.019355 || Task Loss: 0.7145 || KD Loss: 0.3981|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1456|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:44:34 || Estimated Time: 1 day, 22:55:58
2023-07-13 14:49:25,818 semantic_segmentation INFO: Iters: 1800/50000 || Lr: 0.019351 || Task Loss: 0.7927 || KD Loss: 0.4384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1545|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:45:08 || Estimated Time: 1 day, 22:55:04
2023-07-13 14:50:00,201 semantic_segmentation INFO: Iters: 1810/50000 || Lr: 0.019348 || Task Loss: 0.8477 || KD Loss: 0.4934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1632|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:45:43 || Estimated Time: 1 day, 22:54:11
2023-07-13 14:50:34,581 semantic_segmentation INFO: Iters: 1820/50000 || Lr: 0.019344 || Task Loss: 0.8757 || KD Loss: 0.4628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1443|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:46:17 || Estimated Time: 1 day, 22:53:19
2023-07-13 14:51:08,991 semantic_segmentation INFO: Iters: 1830/50000 || Lr: 0.019340 || Task Loss: 0.8089 || KD Loss: 0.4720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1710|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:46:51 || Estimated Time: 1 day, 22:52:27
2023-07-13 14:51:43,375 semantic_segmentation INFO: Iters: 1840/50000 || Lr: 0.019337 || Task Loss: 0.9202 || KD Loss: 0.5690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1497|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:47:26 || Estimated Time: 1 day, 22:51:35
2023-07-13 14:52:17,860 semantic_segmentation INFO: Iters: 1850/50000 || Lr: 0.019333 || Task Loss: 0.6439 || KD Loss: 0.3561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1495|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:48:00 || Estimated Time: 1 day, 22:50:47
2023-07-13 14:52:52,338 semantic_segmentation INFO: Iters: 1860/50000 || Lr: 0.019329 || Task Loss: 0.6419 || KD Loss: 0.3606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1520|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:48:35 || Estimated Time: 1 day, 22:49:57
2023-07-13 14:53:26,900 semantic_segmentation INFO: Iters: 1870/50000 || Lr: 0.019326 || Task Loss: 0.8301 || KD Loss: 0.4482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1670|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:49:09 || Estimated Time: 1 day, 22:49:10
2023-07-13 14:54:01,392 semantic_segmentation INFO: Iters: 1880/50000 || Lr: 0.019322 || Task Loss: 0.6041 || KD Loss: 0.3220|| 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: 1:49:44 || Estimated Time: 1 day, 22:48:21
2023-07-13 14:54:35,703 semantic_segmentation INFO: Iters: 1890/50000 || Lr: 0.019319 || Task Loss: 0.8888 || KD Loss: 0.5180|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1521|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:50:18 || Estimated Time: 1 day, 22:47:29
2023-07-13 14:55:09,835 semantic_segmentation INFO: Iters: 1900/50000 || Lr: 0.019315 || Task Loss: 0.8891 || KD Loss: 0.5385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1631|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:50:52 || Estimated Time: 1 day, 22:46:31
2023-07-13 14:55:44,183 semantic_segmentation INFO: Iters: 1910/50000 || Lr: 0.019311 || Task Loss: 0.6790 || KD Loss: 0.3836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1484|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:51:27 || Estimated Time: 1 day, 22:45:39
2023-07-13 14:56:18,605 semantic_segmentation INFO: Iters: 1920/50000 || Lr: 0.019308 || Task Loss: 0.9703 || KD Loss: 0.5609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1637|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:52:01 || Estimated Time: 1 day, 22:44:50
2023-07-13 14:56:53,063 semantic_segmentation INFO: Iters: 1930/50000 || Lr: 0.019304 || Task Loss: 0.7764 || KD Loss: 0.4091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1887|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:52:36 || Estimated Time: 1 day, 22:44:01
2023-07-13 14:57:27,624 semantic_segmentation INFO: Iters: 1940/50000 || Lr: 0.019301 || Task Loss: 0.8032 || KD Loss: 0.4922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1522|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 22:43:15
2023-07-13 14:58:02,184 semantic_segmentation INFO: Iters: 1950/50000 || Lr: 0.019297 || Task Loss: 1.1742 || KD Loss: 0.8183|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1578|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:53:45 || Estimated Time: 1 day, 22:42:30
2023-07-13 14:58:36,622 semantic_segmentation INFO: Iters: 1960/50000 || Lr: 0.019293 || Task Loss: 0.6128 || KD Loss: 0.3240|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1523|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:54:19 || Estimated Time: 1 day, 22:41:41
2023-07-13 14:59:11,063 semantic_segmentation INFO: Iters: 1970/50000 || Lr: 0.019290 || Task Loss: 0.8399 || KD Loss: 0.4413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1514|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:54:54 || Estimated Time: 1 day, 22:40:53
2023-07-13 14:59:45,604 semantic_segmentation INFO: Iters: 1980/50000 || Lr: 0.019286 || Task Loss: 0.9456 || KD Loss: 0.6123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1470|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:55:28 || Estimated Time: 1 day, 22:40:07
2023-07-13 15:00:20,078 semantic_segmentation INFO: Iters: 1990/50000 || Lr: 0.019283 || Task Loss: 0.8448 || KD Loss: 0.4706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1683|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:56:03 || Estimated Time: 1 day, 22:39:19
2023-07-13 15:00:54,624 semantic_segmentation INFO: Iters: 2000/50000 || Lr: 0.019279 || Task Loss: 0.8153 || KD Loss: 0.4445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1478|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 22:38:34
2023-07-13 15:01:29,082 semantic_segmentation INFO: Iters: 2010/50000 || Lr: 0.019275 || Task Loss: 0.6357 || KD Loss: 0.3558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1611|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:57:12 || Estimated Time: 1 day, 22:37:46
2023-07-13 15:02:03,407 semantic_segmentation INFO: Iters: 2020/50000 || Lr: 0.019272 || Task Loss: 0.9592 || KD Loss: 0.5106|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1386|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:57:46 || Estimated Time: 1 day, 22:36:57
2023-07-13 15:02:37,803 semantic_segmentation INFO: Iters: 2030/50000 || Lr: 0.019268 || Task Loss: 0.7298 || KD Loss: 0.4548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1516|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:58:20 || Estimated Time: 1 day, 22:36:08
2023-07-13 15:03:12,240 semantic_segmentation INFO: Iters: 2040/50000 || Lr: 0.019264 || Task Loss: 0.5194 || KD Loss: 0.2797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1523|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:58:55 || Estimated Time: 1 day, 22:35:20
2023-07-13 15:03:46,727 semantic_segmentation INFO: Iters: 2050/50000 || Lr: 0.019261 || Task Loss: 0.6811 || KD Loss: 0.3444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1690|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1:59:29 || Estimated Time: 1 day, 22:34:33
2023-07-13 15:04:21,133 semantic_segmentation INFO: Iters: 2060/50000 || Lr: 0.019257 || Task Loss: 0.7094 || KD Loss: 0.3828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1724|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:00:04 || Estimated Time: 1 day, 22:33:45
2023-07-13 15:04:55,548 semantic_segmentation INFO: Iters: 2070/50000 || Lr: 0.019254 || Task Loss: 0.7200 || KD Loss: 0.3565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1378|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:00:38 || Estimated Time: 1 day, 22:32:58
2023-07-13 15:05:29,961 semantic_segmentation INFO: Iters: 2080/50000 || Lr: 0.019250 || Task Loss: 1.3464 || KD Loss: 0.8041|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:01:12 || Estimated Time: 1 day, 22:32:10
2023-07-13 15:06:04,550 semantic_segmentation INFO: Iters: 2090/50000 || Lr: 0.019246 || Task Loss: 1.0065 || KD Loss: 0.6085|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1435|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:01:47 || Estimated Time: 1 day, 22:31:26
2023-07-13 15:06:39,005 semantic_segmentation INFO: Iters: 2100/50000 || Lr: 0.019243 || Task Loss: 0.7575 || KD Loss: 0.4438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1635|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:02:22 || Estimated Time: 1 day, 22:30:40
2023-07-13 15:07:13,539 semantic_segmentation INFO: Iters: 2110/50000 || Lr: 0.019239 || Task Loss: 1.0018 || KD Loss: 0.5895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1488|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:02:56 || Estimated Time: 1 day, 22:29:55
2023-07-13 15:07:47,956 semantic_segmentation INFO: Iters: 2120/50000 || Lr: 0.019236 || Task Loss: 0.7300 || KD Loss: 0.4334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1738|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:03:30 || Estimated Time: 1 day, 22:29:09
2023-07-13 15:08:22,400 semantic_segmentation INFO: Iters: 2130/50000 || Lr: 0.019232 || Task Loss: 0.7570 || KD Loss: 0.4633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:04:05 || Estimated Time: 1 day, 22:28:22
2023-07-13 15:08:56,577 semantic_segmentation INFO: Iters: 2140/50000 || Lr: 0.019228 || Task Loss: 0.9144 || KD Loss: 0.5207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1715|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:04:39 || Estimated Time: 1 day, 22:27:30
2023-07-13 15:09:30,784 semantic_segmentation INFO: Iters: 2150/50000 || Lr: 0.019225 || Task Loss: 0.9904 || KD Loss: 0.5652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1609|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:05:13 || Estimated Time: 1 day, 22:26:39
2023-07-13 15:10:04,874 semantic_segmentation INFO: Iters: 2160/50000 || Lr: 0.019221 || Task Loss: 0.6390 || KD Loss: 0.3618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1524|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:05:47 || Estimated Time: 1 day, 22:25:45
2023-07-13 15:10:39,213 semantic_segmentation INFO: Iters: 2170/50000 || Lr: 0.019217 || Task Loss: 0.6631 || KD Loss: 0.3568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1512|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:06:22 || Estimated Time: 1 day, 22:24:56
2023-07-13 15:11:13,658 semantic_segmentation INFO: Iters: 2180/50000 || Lr: 0.019214 || Task Loss: 0.8039 || KD Loss: 0.4709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1402|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 22:24:11
2023-07-13 15:11:48,073 semantic_segmentation INFO: Iters: 2190/50000 || Lr: 0.019210 || Task Loss: 0.8609 || KD Loss: 0.4885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1473|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:07:31 || Estimated Time: 1 day, 22:23:24
2023-07-13 15:12:22,452 semantic_segmentation INFO: Iters: 2200/50000 || Lr: 0.019207 || Task Loss: 0.9451 || KD Loss: 0.5496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1614|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:08:05 || Estimated Time: 1 day, 22:22:37
2023-07-13 15:12:56,877 semantic_segmentation INFO: Iters: 2210/50000 || Lr: 0.019203 || Task Loss: 0.8453 || KD Loss: 0.5207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1585|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:08:39 || Estimated Time: 1 day, 22:21:53
2023-07-13 15:13:31,425 semantic_segmentation INFO: Iters: 2220/50000 || Lr: 0.019199 || Task Loss: 0.5585 || KD Loss: 0.3270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1528|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:09:14 || Estimated Time: 1 day, 22:21:09
2023-07-13 15:14:05,847 semantic_segmentation INFO: Iters: 2230/50000 || Lr: 0.019196 || Task Loss: 0.7807 || KD Loss: 0.5488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1426|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:09:48 || Estimated Time: 1 day, 22:20:23
2023-07-13 15:14:40,261 semantic_segmentation INFO: Iters: 2240/50000 || Lr: 0.019192 || Task Loss: 0.6503 || KD Loss: 0.3764|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1559|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 22:19:37
2023-07-13 15:15:14,677 semantic_segmentation INFO: Iters: 2250/50000 || Lr: 0.019189 || Task Loss: 0.7873 || KD Loss: 0.4687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1415|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:10:57 || Estimated Time: 1 day, 22:18:52
2023-07-13 15:15:49,123 semantic_segmentation INFO: Iters: 2260/50000 || Lr: 0.019185 || Task Loss: 0.7547 || KD Loss: 0.4003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1477|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:11:32 || Estimated Time: 1 day, 22:18:06
2023-07-13 15:16:23,551 semantic_segmentation INFO: Iters: 2270/50000 || Lr: 0.019181 || Task Loss: 0.7058 || KD Loss: 0.4057|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1784|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:12:06 || Estimated Time: 1 day, 22:17:22
2023-07-13 15:16:57,659 semantic_segmentation INFO: Iters: 2280/50000 || Lr: 0.019178 || Task Loss: 1.1230 || KD Loss: 0.6722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1653|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:12:40 || Estimated Time: 1 day, 22:16:30
2023-07-13 15:17:32,038 semantic_segmentation INFO: Iters: 2290/50000 || Lr: 0.019174 || Task Loss: 0.9583 || KD Loss: 0.5662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1344|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:13:15 || Estimated Time: 1 day, 22:15:44
2023-07-13 15:18:06,498 semantic_segmentation INFO: Iters: 2300/50000 || Lr: 0.019170 || Task Loss: 0.6201 || KD Loss: 0.3457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1418|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:13:49 || Estimated Time: 1 day, 22:14:59
2023-07-13 15:18:40,938 semantic_segmentation INFO: Iters: 2310/50000 || Lr: 0.019167 || Task Loss: 0.6776 || KD Loss: 0.3853|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1451|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:14:23 || Estimated Time: 1 day, 22:14:15
2023-07-13 15:19:15,438 semantic_segmentation INFO: Iters: 2320/50000 || Lr: 0.019163 || Task Loss: 0.7412 || KD Loss: 0.3926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1599|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:14:58 || Estimated Time: 1 day, 22:13:32
2023-07-13 15:19:49,972 semantic_segmentation INFO: Iters: 2330/50000 || Lr: 0.019160 || Task Loss: 0.7855 || KD Loss: 0.4815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1496|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:15:32 || Estimated Time: 1 day, 22:12:49
2023-07-13 15:20:24,482 semantic_segmentation INFO: Iters: 2340/50000 || Lr: 0.019156 || Task Loss: 0.8858 || KD Loss: 0.5344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1330|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:16:07 || Estimated Time: 1 day, 22:12:07
2023-07-13 15:20:58,953 semantic_segmentation INFO: Iters: 2350/50000 || Lr: 0.019152 || Task Loss: 0.7984 || KD Loss: 0.4330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1513|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 22:11:23
2023-07-13 15:21:33,544 semantic_segmentation INFO: Iters: 2360/50000 || Lr: 0.019149 || Task Loss: 1.2558 || KD Loss: 0.6520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1388|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:17:16 || Estimated Time: 1 day, 22:10:42
2023-07-13 15:22:07,998 semantic_segmentation INFO: Iters: 2370/50000 || Lr: 0.019145 || Task Loss: 0.7859 || KD Loss: 0.4565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1351|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:17:50 || Estimated Time: 1 day, 22:09:58
2023-07-13 15:22:42,460 semantic_segmentation INFO: Iters: 2380/50000 || Lr: 0.019141 || Task Loss: 0.8935 || KD Loss: 0.4844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1630|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:18:25 || Estimated Time: 1 day, 22:09:15
2023-07-13 15:23:16,979 semantic_segmentation INFO: Iters: 2390/50000 || Lr: 0.019138 || Task Loss: 0.8548 || KD Loss: 0.5016|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1682|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:18:59 || Estimated Time: 1 day, 22:08:32
2023-07-13 15:23:51,385 semantic_segmentation INFO: Iters: 2400/50000 || Lr: 0.019134 || Task Loss: 0.7038 || KD Loss: 0.3650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1593|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:19:34 || Estimated Time: 1 day, 22:07:48
2023-07-13 15:23:51,452 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-13 15:23:52,090 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.892, mIoU: 0.285
2023-07-13 15:23:52,210 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.910, mIoU: 0.296
2023-07-13 15:23:52,329 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.893, mIoU: 0.240
2023-07-13 15:23:52,448 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.899, mIoU: 0.253
2023-07-13 15:23:52,564 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.902, mIoU: 0.259
2023-07-13 15:23:52,693 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.904, mIoU: 0.262
2023-07-13 15:23:52,829 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.903, mIoU: 0.271
2023-07-13 15:23:52,955 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.905, mIoU: 0.284
2023-07-13 15:23:53,082 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.907, mIoU: 0.290
2023-07-13 15:23:53,211 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.897, mIoU: 0.289
2023-07-13 15:23:53,338 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.896, mIoU: 0.295
2023-07-13 15:23:53,463 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.887, mIoU: 0.303
2023-07-13 15:23:53,584 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.887, mIoU: 0.306
2023-07-13 15:23:53,716 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.882, mIoU: 0.303
2023-07-13 15:23:53,852 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.878, mIoU: 0.307
2023-07-13 15:23:53,978 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.876, mIoU: 0.301
2023-07-13 15:23:54,107 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.875, mIoU: 0.299
2023-07-13 15:23:54,232 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.877, mIoU: 0.303
2023-07-13 15:23:54,361 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.870, mIoU: 0.299
2023-07-13 15:23:54,491 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.866, mIoU: 0.298
2023-07-13 15:23:54,617 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.865, mIoU: 0.301
2023-07-13 15:23:54,738 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.857, mIoU: 0.296
2023-07-13 15:23:54,859 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.858, mIoU: 0.296
2023-07-13 15:23:54,978 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.855, mIoU: 0.297
2023-07-13 15:23:55,096 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.849, mIoU: 0.303
2023-07-13 15:23:55,213 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.847, mIoU: 0.300
2023-07-13 15:23:55,341 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.846, mIoU: 0.301
2023-07-13 15:23:55,475 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.845, mIoU: 0.300
2023-07-13 15:23:55,602 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.842, mIoU: 0.296
2023-07-13 15:23:55,732 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.840, mIoU: 0.298
2023-07-13 15:23:55,860 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.840, mIoU: 0.300
2023-07-13 15:23:55,986 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.841, mIoU: 0.301
2023-07-13 15:23:56,111 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.842, mIoU: 0.301
2023-07-13 15:23:56,236 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.840, mIoU: 0.298
2023-07-13 15:23:56,363 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.841, mIoU: 0.303
2023-07-13 15:23:56,494 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.841, mIoU: 0.302
2023-07-13 15:23:56,622 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.842, mIoU: 0.302
2023-07-13 15:23:56,750 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.838, mIoU: 0.301
2023-07-13 15:23:56,873 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.838, mIoU: 0.301
2023-07-13 15:23:56,996 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.840, mIoU: 0.302
2023-07-13 15:23:57,126 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.841, mIoU: 0.301
2023-07-13 15:23:57,251 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.842, mIoU: 0.302
2023-07-13 15:23:57,378 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.843, mIoU: 0.302
2023-07-13 15:23:57,510 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.844, mIoU: 0.303
2023-07-13 15:23:57,637 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.845, mIoU: 0.304
2023-07-13 15:23:57,769 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.846, mIoU: 0.304
2023-07-13 15:23:57,894 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.848, mIoU: 0.305
2023-07-13 15:23:58,017 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.850, mIoU: 0.305
2023-07-13 15:23:58,140 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.850, mIoU: 0.305
2023-07-13 15:23:58,262 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.851, mIoU: 0.305
2023-07-13 15:23:58,381 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.851, mIoU: 0.306
2023-07-13 15:23:58,498 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.849, mIoU: 0.304
2023-07-13 15:23:58,625 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.848, mIoU: 0.300
2023-07-13 15:23:58,761 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.847, mIoU: 0.296
2023-07-13 15:23:58,889 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.846, mIoU: 0.295
2023-07-13 15:23:59,019 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.846, mIoU: 0.295
2023-07-13 15:23:59,150 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.846, mIoU: 0.296
2023-07-13 15:23:59,278 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.846, mIoU: 0.299
2023-07-13 15:23:59,404 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.846, mIoU: 0.300
2023-07-13 15:23:59,527 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.847, mIoU: 0.301
2023-07-13 15:23:59,654 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.845, mIoU: 0.300
2023-07-13 15:23:59,782 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.843, mIoU: 0.299
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2023-07-13 15:24:00,033 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.842, mIoU: 0.299
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2023-07-13 15:24:00,282 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.839, mIoU: 0.296
2023-07-13 15:24:00,411 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.837, mIoU: 0.294
2023-07-13 15:24:00,540 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.836, mIoU: 0.293
2023-07-13 15:24:00,666 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.836, mIoU: 0.293
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2023-07-13 15:24:00,923 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.838, mIoU: 0.293
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2023-07-13 15:24:01,299 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.840, mIoU: 0.292
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2023-07-13 15:24:02,178 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.836, mIoU: 0.295
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2023-07-13 15:24:02,688 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.831, mIoU: 0.295
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2023-07-13 15:24:02,936 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.830, mIoU: 0.296
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2023-07-13 15:24:03,189 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.831, mIoU: 0.297
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2023-07-13 15:24:03,450 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.832, mIoU: 0.297
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2023-07-13 15:24:03,954 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.833, mIoU: 0.298
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2023-07-13 15:24:25,233 semantic_segmentation INFO: Sample: 259, Validation pixAcc: 0.842, mIoU: 0.300
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2023-07-13 15:24:25,771 semantic_segmentation INFO: Sample: 263, Validation pixAcc: 0.841, mIoU: 0.300
2023-07-13 15:24:25,905 semantic_segmentation INFO: Sample: 264, Validation pixAcc: 0.841, mIoU: 0.300
2023-07-13 15:24:26,035 semantic_segmentation INFO: Sample: 265, Validation pixAcc: 0.841, mIoU: 0.300
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2023-07-13 15:24:26,554 semantic_segmentation INFO: Sample: 269, Validation pixAcc: 0.841, mIoU: 0.301
2023-07-13 15:24:26,681 semantic_segmentation INFO: Sample: 270, Validation pixAcc: 0.841, mIoU: 0.302
2023-07-13 15:24:26,809 semantic_segmentation INFO: Sample: 271, Validation pixAcc: 0.842, mIoU: 0.302
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2023-07-13 15:24:27,070 semantic_segmentation INFO: Sample: 273, Validation pixAcc: 0.842, mIoU: 0.302
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2023-07-13 15:24:27,323 semantic_segmentation INFO: Sample: 275, Validation pixAcc: 0.842, mIoU: 0.303
2023-07-13 15:24:27,451 semantic_segmentation INFO: Sample: 276, Validation pixAcc: 0.843, mIoU: 0.303
2023-07-13 15:24:27,577 semantic_segmentation INFO: Sample: 277, Validation pixAcc: 0.843, mIoU: 0.303
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2023-07-13 15:24:27,831 semantic_segmentation INFO: Sample: 279, Validation pixAcc: 0.842, mIoU: 0.304
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2023-07-13 15:24:28,084 semantic_segmentation INFO: Sample: 281, Validation pixAcc: 0.842, mIoU: 0.304
2023-07-13 15:24:28,207 semantic_segmentation INFO: Sample: 282, Validation pixAcc: 0.842, mIoU: 0.305
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2023-07-13 15:24:28,459 semantic_segmentation INFO: Sample: 284, Validation pixAcc: 0.842, mIoU: 0.304
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2023-07-13 15:24:28,964 semantic_segmentation INFO: Sample: 288, Validation pixAcc: 0.842, mIoU: 0.305
2023-07-13 15:24:29,091 semantic_segmentation INFO: Sample: 289, Validation pixAcc: 0.842, mIoU: 0.305
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2023-07-13 15:24:29,723 semantic_segmentation INFO: Sample: 294, Validation pixAcc: 0.842, mIoU: 0.305
2023-07-13 15:24:29,843 semantic_segmentation INFO: Sample: 295, Validation pixAcc: 0.842, mIoU: 0.304
2023-07-13 15:24:29,970 semantic_segmentation INFO: Sample: 296, Validation pixAcc: 0.841, mIoU: 0.304
2023-07-13 15:24:30,095 semantic_segmentation INFO: Sample: 297, Validation pixAcc: 0.841, mIoU: 0.304
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2023-07-13 15:24:31,112 semantic_segmentation INFO: Sample: 305, Validation pixAcc: 0.841, mIoU: 0.303
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2023-07-13 15:24:31,741 semantic_segmentation INFO: Sample: 310, Validation pixAcc: 0.842, mIoU: 0.303
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2023-07-13 15:24:32,121 semantic_segmentation INFO: Sample: 313, Validation pixAcc: 0.842, mIoU: 0.302
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2023-07-13 15:24:32,997 semantic_segmentation INFO: Sample: 320, Validation pixAcc: 0.840, mIoU: 0.300
2023-07-13 15:24:33,116 semantic_segmentation INFO: Sample: 321, Validation pixAcc: 0.840, mIoU: 0.300
2023-07-13 15:24:33,243 semantic_segmentation INFO: Sample: 322, Validation pixAcc: 0.840, mIoU: 0.300
2023-07-13 15:24:33,372 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.840, mIoU: 0.300
2023-07-13 15:24:33,499 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.840, mIoU: 0.300
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2023-07-13 15:24:33,752 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.840, mIoU: 0.301
2023-07-13 15:24:33,882 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.840, mIoU: 0.301
2023-07-13 15:24:34,012 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.841, mIoU: 0.301
2023-07-13 15:24:34,138 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.841, mIoU: 0.302
2023-07-13 15:24:34,263 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.841, mIoU: 0.302
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2023-07-13 15:24:34,633 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.842, mIoU: 0.303
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2023-07-13 15:24:34,881 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.842, mIoU: 0.303
2023-07-13 15:24:35,011 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.842, mIoU: 0.303
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2023-07-13 15:24:36,379 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.845, mIoU: 0.304
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2023-07-13 15:24:37,027 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.845, mIoU: 0.304
2023-07-13 15:24:37,153 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.845, mIoU: 0.305
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2023-07-13 15:24:37,660 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.846, mIoU: 0.305
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2023-07-13 15:24:37,904 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.846, mIoU: 0.305
2023-07-13 15:24:38,022 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.846, mIoU: 0.305
2023-07-13 15:24:38,150 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.846, mIoU: 0.305
2023-07-13 15:24:38,283 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.846, mIoU: 0.305
2023-07-13 15:24:38,413 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.846, mIoU: 0.305
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2023-07-13 15:24:38,678 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.846, mIoU: 0.305
2023-07-13 15:24:38,806 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.846, mIoU: 0.306
2023-07-13 15:24:38,935 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.846, mIoU: 0.306
2023-07-13 15:24:39,061 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.846, mIoU: 0.306
2023-07-13 15:24:39,184 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.846, mIoU: 0.306
2023-07-13 15:24:39,307 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.847, mIoU: 0.307
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2023-07-13 15:24:40,057 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.847, mIoU: 0.306
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2023-07-13 15:24:41,435 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.847, mIoU: 0.307
2023-07-13 15:24:41,569 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.848, mIoU: 0.307
2023-07-13 15:24:41,698 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.848, mIoU: 0.307
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2023-07-13 15:24:42,213 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.848, mIoU: 0.307
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2023-07-13 15:24:42,952 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.849, mIoU: 0.308
2023-07-13 15:24:43,084 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.849, mIoU: 0.308
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2023-07-13 15:24:43,845 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.850, mIoU: 0.308
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2023-07-13 15:24:50,766 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.855, mIoU: 0.312
2023-07-13 15:24:50,898 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.855, mIoU: 0.312
2023-07-13 15:24:51,029 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.855, mIoU: 0.312
2023-07-13 15:24:51,155 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.855, mIoU: 0.312
2023-07-13 15:24:51,282 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.855, mIoU: 0.312
2023-07-13 15:24:51,410 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.855, mIoU: 0.311
2023-07-13 15:24:51,537 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.855, mIoU: 0.311
2023-07-13 15:24:51,665 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.855, mIoU: 0.312
2023-07-13 15:24:51,797 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.855, mIoU: 0.312
2023-07-13 15:24:51,927 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.855, mIoU: 0.312
2023-07-13 15:24:52,056 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.855, mIoU: 0.312
2023-07-13 15:24:52,187 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.855, mIoU: 0.312
2023-07-13 15:24:52,315 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.855, mIoU: 0.312
2023-07-13 15:24:52,443 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.855, mIoU: 0.312
2023-07-13 15:24:52,570 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.855, mIoU: 0.312
2023-07-13 15:24:52,691 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.855, mIoU: 0.312
2023-07-13 15:24:52,818 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.855, mIoU: 0.312
2023-07-13 15:24:52,943 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.855, mIoU: 0.312
2023-07-13 15:24:53,064 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.855, mIoU: 0.312
2023-07-13 15:24:53,182 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.855, mIoU: 0.313
2023-07-13 15:24:53,311 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.855, mIoU: 0.313
2023-07-13 15:24:53,444 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.855, mIoU: 0.313
2023-07-13 15:24:53,575 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.856, mIoU: 0.313
2023-07-13 15:24:53,705 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.856, mIoU: 0.313
2023-07-13 15:24:53,837 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.856, mIoU: 0.313
2023-07-13 15:24:53,966 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.856, mIoU: 0.313
2023-07-13 15:24:54,092 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.856, mIoU: 0.313
2023-07-13 15:24:54,214 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.856, mIoU: 0.313
2023-07-13 15:24:54,340 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.856, mIoU: 0.313
2023-07-13 15:24:54,469 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.856, mIoU: 0.313
2023-07-13 15:24:54,597 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.856, mIoU: 0.313
2023-07-13 15:24:54,724 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.856, mIoU: 0.313
2023-07-13 15:24:54,851 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.856, mIoU: 0.313
2023-07-13 15:24:54,983 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.856, mIoU: 0.313
2023-07-13 15:24:55,114 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.856, mIoU: 0.313
2023-07-13 15:24:55,240 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.856, mIoU: 0.313
2023-07-13 15:24:55,365 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.856, mIoU: 0.313
2023-07-13 15:24:55,488 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.856, mIoU: 0.313
2023-07-13 15:24:55,611 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.856, mIoU: 0.313
2023-07-13 15:24:55,735 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.856, mIoU: 0.313
2023-07-13 15:24:55,858 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.856, mIoU: 0.313
2023-07-13 15:25:30,514 semantic_segmentation INFO: Iters: 2410/50000 || Lr: 0.019131 || Task Loss: 1.0062 || KD Loss: 0.6265|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1384|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:21:13 || Estimated Time: 1 day, 22:28:21
2023-07-13 15:26:04,874 semantic_segmentation INFO: Iters: 2420/50000 || Lr: 0.019127 || Task Loss: 0.8958 || KD Loss: 0.5396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1537|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:21:47 || Estimated Time: 1 day, 22:27:31
2023-07-13 15:26:39,305 semantic_segmentation INFO: Iters: 2430/50000 || Lr: 0.019123 || Task Loss: 0.6530 || KD Loss: 0.3406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1467|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:22:22 || Estimated Time: 1 day, 22:26:42
2023-07-13 15:27:13,648 semantic_segmentation INFO: Iters: 2440/50000 || Lr: 0.019120 || Task Loss: 0.7351 || KD Loss: 0.4289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1465|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:22:56 || Estimated Time: 1 day, 22:25:51
2023-07-13 15:27:48,120 semantic_segmentation INFO: Iters: 2450/50000 || Lr: 0.019116 || Task Loss: 0.7859 || KD Loss: 0.4246|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1480|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:23:31 || Estimated Time: 1 day, 22:25:02
2023-07-13 15:28:22,538 semantic_segmentation INFO: Iters: 2460/50000 || Lr: 0.019113 || Task Loss: 0.5550 || KD Loss: 0.3022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1351|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:24:05 || Estimated Time: 1 day, 22:24:13
2023-07-13 15:28:56,988 semantic_segmentation INFO: Iters: 2470/50000 || Lr: 0.019109 || Task Loss: 0.6232 || KD Loss: 0.3253|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1471|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:24:39 || Estimated Time: 1 day, 22:23:25
2023-07-13 15:29:31,382 semantic_segmentation INFO: Iters: 2480/50000 || Lr: 0.019105 || Task Loss: 0.6452 || KD Loss: 0.4271|| 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: 2:25:14 || Estimated Time: 1 day, 22:22:36
2023-07-13 15:30:05,813 semantic_segmentation INFO: Iters: 2490/50000 || Lr: 0.019102 || Task Loss: 0.7368 || KD Loss: 0.3937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1549|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:25:48 || Estimated Time: 1 day, 22:21:47
2023-07-13 15:30:40,254 semantic_segmentation INFO: Iters: 2500/50000 || Lr: 0.019098 || Task Loss: 0.6490 || KD Loss: 0.3507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1370|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:26:23 || Estimated Time: 1 day, 22:20:59
2023-07-13 15:31:14,921 semantic_segmentation INFO: Iters: 2510/50000 || Lr: 0.019094 || Task Loss: 0.9368 || KD Loss: 0.5627|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1502|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:26:57 || Estimated Time: 1 day, 22:20:15
2023-07-13 15:31:49,403 semantic_segmentation INFO: Iters: 2520/50000 || Lr: 0.019091 || Task Loss: 0.4667 || KD Loss: 0.2380|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 22:19:27
2023-07-13 15:32:23,801 semantic_segmentation INFO: Iters: 2530/50000 || Lr: 0.019087 || Task Loss: 0.6594 || KD Loss: 0.3488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1427|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:28:06 || Estimated Time: 1 day, 22:18:39
2023-07-13 15:32:58,001 semantic_segmentation INFO: Iters: 2540/50000 || Lr: 0.019084 || Task Loss: 0.8443 || KD Loss: 0.4694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1636|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:28:41 || Estimated Time: 1 day, 22:17:47
2023-07-13 15:33:32,156 semantic_segmentation INFO: Iters: 2550/50000 || Lr: 0.019080 || Task Loss: 0.6591 || KD Loss: 0.3805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1422|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:29:15 || Estimated Time: 1 day, 22:16:54
2023-07-13 15:34:06,523 semantic_segmentation INFO: Iters: 2560/50000 || Lr: 0.019076 || Task Loss: 0.6362 || KD Loss: 0.3427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1368|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:29:49 || Estimated Time: 1 day, 22:16:05
2023-07-13 15:34:40,831 semantic_segmentation INFO: Iters: 2570/50000 || Lr: 0.019073 || Task Loss: 0.7107 || KD Loss: 0.3638|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1415|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:30:23 || Estimated Time: 1 day, 22:15:14
2023-07-13 15:35:15,234 semantic_segmentation INFO: Iters: 2580/50000 || Lr: 0.019069 || Task Loss: 0.6826 || KD Loss: 0.4125|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1465|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:30:58 || Estimated Time: 1 day, 22:14:26
2023-07-13 15:35:49,626 semantic_segmentation INFO: Iters: 2590/50000 || Lr: 0.019065 || Task Loss: 0.8003 || KD Loss: 0.5259|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1343|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:31:32 || Estimated Time: 1 day, 22:13:38
2023-07-13 15:36:24,039 semantic_segmentation INFO: Iters: 2600/50000 || Lr: 0.019062 || Task Loss: 0.8792 || KD Loss: 0.4966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1306|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:32:07 || Estimated Time: 1 day, 22:12:51
2023-07-13 15:36:58,425 semantic_segmentation INFO: Iters: 2610/50000 || Lr: 0.019058 || Task Loss: 0.6525 || KD Loss: 0.4274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1231|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:32:41 || Estimated Time: 1 day, 22:12:03
2023-07-13 15:37:32,840 semantic_segmentation INFO: Iters: 2620/50000 || Lr: 0.019055 || Task Loss: 0.7633 || KD Loss: 0.4220|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1382|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:33:15 || Estimated Time: 1 day, 22:11:15
2023-07-13 15:38:07,306 semantic_segmentation INFO: Iters: 2630/50000 || Lr: 0.019051 || Task Loss: 0.7931 || KD Loss: 0.4033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1377|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:33:50 || Estimated Time: 1 day, 22:10:29
2023-07-13 15:38:41,759 semantic_segmentation INFO: Iters: 2640/50000 || Lr: 0.019047 || Task Loss: 0.7024 || KD Loss: 0.3715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1520|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:34:24 || Estimated Time: 1 day, 22:09:43
2023-07-13 15:39:16,141 semantic_segmentation INFO: Iters: 2650/50000 || Lr: 0.019044 || Task Loss: 0.7248 || KD Loss: 0.3871|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1415|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:34:59 || Estimated Time: 1 day, 22:08:55
2023-07-13 15:39:50,524 semantic_segmentation INFO: Iters: 2660/50000 || Lr: 0.019040 || Task Loss: 0.8178 || KD Loss: 0.4527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1343|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:35:33 || Estimated Time: 1 day, 22:08:08
2023-07-13 15:40:24,902 semantic_segmentation INFO: Iters: 2670/50000 || Lr: 0.019037 || Task Loss: 0.6627 || KD Loss: 0.3528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1405|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:36:07 || Estimated Time: 1 day, 22:07:21
2023-07-13 15:40:59,218 semantic_segmentation INFO: Iters: 2680/50000 || Lr: 0.019033 || Task Loss: 0.6500 || KD Loss: 0.3959|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1769|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:36:42 || Estimated Time: 1 day, 22:06:31
2023-07-13 15:41:33,278 semantic_segmentation INFO: Iters: 2690/50000 || Lr: 0.019029 || Task Loss: 0.6881 || KD Loss: 0.3969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1365|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:37:16 || Estimated Time: 1 day, 22:05:38
2023-07-13 15:42:07,366 semantic_segmentation INFO: Iters: 2700/50000 || Lr: 0.019026 || Task Loss: 0.7443 || KD Loss: 0.3828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1447|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:37:50 || Estimated Time: 1 day, 22:04:45
2023-07-13 15:42:41,713 semantic_segmentation INFO: Iters: 2710/50000 || Lr: 0.019022 || Task Loss: 0.7947 || KD Loss: 0.4941|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1256|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:38:24 || Estimated Time: 1 day, 22:03:59
2023-07-13 15:43:16,100 semantic_segmentation INFO: Iters: 2720/50000 || Lr: 0.019018 || Task Loss: 0.7741 || KD Loss: 0.4352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1412|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:38:59 || Estimated Time: 1 day, 22:03:11
2023-07-13 15:43:50,486 semantic_segmentation INFO: Iters: 2730/50000 || Lr: 0.019015 || Task Loss: 0.5745 || KD Loss: 0.3399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1399|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:39:33 || Estimated Time: 1 day, 22:02:24
2023-07-13 15:44:24,924 semantic_segmentation INFO: Iters: 2740/50000 || Lr: 0.019011 || Task Loss: 0.6313 || KD Loss: 0.3425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1365|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:40:07 || Estimated Time: 1 day, 22:01:38
2023-07-13 15:44:59,456 semantic_segmentation INFO: Iters: 2750/50000 || Lr: 0.019008 || Task Loss: 0.8575 || KD Loss: 0.4546|| 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: 2:40:42 || Estimated Time: 1 day, 22:00:54
2023-07-13 15:45:33,941 semantic_segmentation INFO: Iters: 2760/50000 || Lr: 0.019004 || Task Loss: 0.6037 || KD Loss: 0.3540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:41:16 || Estimated Time: 1 day, 22:00:09
2023-07-13 15:46:08,341 semantic_segmentation INFO: Iters: 2770/50000 || Lr: 0.019000 || Task Loss: 0.6072 || KD Loss: 0.3136|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1457|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 21:59:23
2023-07-13 15:46:42,774 semantic_segmentation INFO: Iters: 2780/50000 || Lr: 0.018997 || Task Loss: 0.6448 || KD Loss: 0.3399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1465|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:42:25 || Estimated Time: 1 day, 21:58:37
2023-07-13 15:47:17,178 semantic_segmentation INFO: Iters: 2790/50000 || Lr: 0.018993 || Task Loss: 0.8502 || KD Loss: 0.3176|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1307|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:43:00 || Estimated Time: 1 day, 21:57:51
2023-07-13 15:47:51,703 semantic_segmentation INFO: Iters: 2800/50000 || Lr: 0.018989 || Task Loss: 0.8619 || KD Loss: 0.4821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1420|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:43:34 || Estimated Time: 1 day, 21:57:07
2023-07-13 15:48:26,162 semantic_segmentation INFO: Iters: 2810/50000 || Lr: 0.018986 || Task Loss: 0.5906 || KD Loss: 0.3463|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1447|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:44:09 || Estimated Time: 1 day, 21:56:22
2023-07-13 15:49:00,737 semantic_segmentation INFO: Iters: 2820/50000 || Lr: 0.018982 || Task Loss: 0.5291 || KD Loss: 0.3103|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1574|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:44:43 || Estimated Time: 1 day, 21:55:40
2023-07-13 15:49:35,113 semantic_segmentation INFO: Iters: 2830/50000 || Lr: 0.018979 || Task Loss: 0.7554 || KD Loss: 0.4023|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1394|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 21:54:53
2023-07-13 15:50:09,294 semantic_segmentation INFO: Iters: 2840/50000 || Lr: 0.018975 || Task Loss: 0.9917 || KD Loss: 0.5534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1528|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:45:52 || Estimated Time: 1 day, 21:54:05
2023-07-13 15:50:43,502 semantic_segmentation INFO: Iters: 2850/50000 || Lr: 0.018971 || Task Loss: 0.6149 || KD Loss: 0.3325|| 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: 2:46:26 || Estimated Time: 1 day, 21:53:15
2023-07-13 15:51:17,920 semantic_segmentation INFO: Iters: 2860/50000 || Lr: 0.018968 || Task Loss: 0.7104 || KD Loss: 0.3863|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1559|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:47:00 || Estimated Time: 1 day, 21:52:30
2023-07-13 15:51:52,242 semantic_segmentation INFO: Iters: 2870/50000 || Lr: 0.018964 || Task Loss: 0.8000 || KD Loss: 0.4610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1491|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:47:35 || Estimated Time: 1 day, 21:51:44
2023-07-13 15:52:26,949 semantic_segmentation INFO: Iters: 2880/50000 || Lr: 0.018961 || Task Loss: 0.5648 || KD Loss: 0.3314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1410|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:48:09 || Estimated Time: 1 day, 21:51:03
2023-07-13 15:53:01,434 semantic_segmentation INFO: Iters: 2890/50000 || Lr: 0.018957 || Task Loss: 0.8222 || KD Loss: 0.4831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1420|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:48:44 || Estimated Time: 1 day, 21:50:19
2023-07-13 15:53:35,852 semantic_segmentation INFO: Iters: 2900/50000 || Lr: 0.018953 || Task Loss: 0.5259 || KD Loss: 0.2871|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1377|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:49:18 || Estimated Time: 1 day, 21:49:34
2023-07-13 15:54:10,374 semantic_segmentation INFO: Iters: 2910/50000 || Lr: 0.018950 || Task Loss: 0.6837 || KD Loss: 0.3596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1615|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:49:53 || Estimated Time: 1 day, 21:48:51
2023-07-13 15:54:44,769 semantic_segmentation INFO: Iters: 2920/50000 || Lr: 0.018946 || Task Loss: 0.7108 || KD Loss: 0.3578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1504|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:50:27 || Estimated Time: 1 day, 21:48:06
2023-07-13 15:55:19,240 semantic_segmentation INFO: Iters: 2930/50000 || Lr: 0.018942 || Task Loss: 0.6310 || KD Loss: 0.3415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1499|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:51:02 || Estimated Time: 1 day, 21:47:22
2023-07-13 15:55:53,671 semantic_segmentation INFO: Iters: 2940/50000 || Lr: 0.018939 || Task Loss: 0.6761 || KD Loss: 0.3586|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1365|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:51:36 || Estimated Time: 1 day, 21:46:37
2023-07-13 15:56:28,147 semantic_segmentation INFO: Iters: 2950/50000 || Lr: 0.018935 || Task Loss: 0.9049 || KD Loss: 0.4965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1409|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 21:45:54
2023-07-13 15:57:02,673 semantic_segmentation INFO: Iters: 2960/50000 || Lr: 0.018932 || Task Loss: 0.9053 || KD Loss: 0.7991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1454|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:52:45 || Estimated Time: 1 day, 21:45:11
2023-07-13 15:57:37,121 semantic_segmentation INFO: Iters: 2970/50000 || Lr: 0.018928 || Task Loss: 0.7287 || KD Loss: 0.3724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1518|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:53:20 || Estimated Time: 1 day, 21:44:27
2023-07-13 15:58:11,389 semantic_segmentation INFO: Iters: 2980/50000 || Lr: 0.018924 || Task Loss: 0.5182 || KD Loss: 0.2651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1366|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:53:54 || Estimated Time: 1 day, 21:43:40
2023-07-13 15:58:45,386 semantic_segmentation INFO: Iters: 2990/50000 || Lr: 0.018921 || Task Loss: 0.6332 || KD Loss: 0.3558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1396|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:54:28 || Estimated Time: 1 day, 21:42:49
2023-07-13 15:59:19,668 semantic_segmentation INFO: Iters: 3000/50000 || Lr: 0.018917 || Task Loss: 0.7696 || KD Loss: 0.4826|| 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: 2:55:02 || Estimated Time: 1 day, 21:42:03
2023-07-13 15:59:54,430 semantic_segmentation INFO: Iters: 3010/50000 || Lr: 0.018913 || Task Loss: 0.4742 || KD Loss: 0.2475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1587|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:55:37 || Estimated Time: 1 day, 21:41:24
2023-07-13 16:00:28,853 semantic_segmentation INFO: Iters: 3020/50000 || Lr: 0.018910 || Task Loss: 0.9981 || KD Loss: 0.5164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1413|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:56:11 || Estimated Time: 1 day, 21:40:40
2023-07-13 16:01:03,152 semantic_segmentation INFO: Iters: 3030/50000 || Lr: 0.018906 || Task Loss: 0.9984 || KD Loss: 0.5344|| 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: 2:56:46 || Estimated Time: 1 day, 21:39:54
2023-07-13 16:01:37,510 semantic_segmentation INFO: Iters: 3040/50000 || Lr: 0.018903 || Task Loss: 0.6465 || KD Loss: 0.4090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1438|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:57:20 || Estimated Time: 1 day, 21:39:09
2023-07-13 16:02:11,855 semantic_segmentation INFO: Iters: 3050/50000 || Lr: 0.018899 || Task Loss: 0.8706 || KD Loss: 0.4858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1409|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:57:54 || Estimated Time: 1 day, 21:38:24
2023-07-13 16:02:46,306 semantic_segmentation INFO: Iters: 3060/50000 || Lr: 0.018895 || Task Loss: 0.5830 || KD Loss: 0.3147|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1252|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:58:29 || Estimated Time: 1 day, 21:37:41
2023-07-13 16:03:20,741 semantic_segmentation INFO: Iters: 3070/50000 || Lr: 0.018892 || Task Loss: 0.6455 || KD Loss: 0.3648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1360|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 21:36:57
2023-07-13 16:03:55,157 semantic_segmentation INFO: Iters: 3080/50000 || Lr: 0.018888 || Task Loss: 0.6804 || KD Loss: 0.3469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1364|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2:59:38 || Estimated Time: 1 day, 21:36:13
2023-07-13 16:04:29,547 semantic_segmentation INFO: Iters: 3090/50000 || Lr: 0.018884 || Task Loss: 1.1665 || KD Loss: 0.6566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1536|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:00:12 || Estimated Time: 1 day, 21:35:29
2023-07-13 16:05:03,957 semantic_segmentation INFO: Iters: 3100/50000 || Lr: 0.018881 || Task Loss: 0.6967 || KD Loss: 0.3534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1547|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:00:46 || Estimated Time: 1 day, 21:34:46
2023-07-13 16:05:38,146 semantic_segmentation INFO: Iters: 3110/50000 || Lr: 0.018877 || Task Loss: 0.8317 || KD Loss: 0.5146|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1355|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:01:21 || Estimated Time: 1 day, 21:33:58
2023-07-13 16:06:12,336 semantic_segmentation INFO: Iters: 3120/50000 || Lr: 0.018874 || Task Loss: 0.9717 || KD Loss: 0.6845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1350|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:01:55 || Estimated Time: 1 day, 21:33:12
2023-07-13 16:06:46,525 semantic_segmentation INFO: Iters: 3130/50000 || Lr: 0.018870 || Task Loss: 0.7326 || KD Loss: 0.3687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1507|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:02:29 || Estimated Time: 1 day, 21:32:25
2023-07-13 16:07:20,905 semantic_segmentation INFO: Iters: 3140/50000 || Lr: 0.018866 || Task Loss: 0.6113 || KD Loss: 0.3036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1535|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:03:03 || Estimated Time: 1 day, 21:31:41
2023-07-13 16:07:55,380 semantic_segmentation INFO: Iters: 3150/50000 || Lr: 0.018863 || Task Loss: 0.5640 || KD Loss: 0.2873|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1452|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:03:38 || Estimated Time: 1 day, 21:30:58
2023-07-13 16:08:29,745 semantic_segmentation INFO: Iters: 3160/50000 || Lr: 0.018859 || Task Loss: 0.6536 || KD Loss: 0.3600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1257|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:04:12 || Estimated Time: 1 day, 21:30:14
2023-07-13 16:09:04,198 semantic_segmentation INFO: Iters: 3170/50000 || Lr: 0.018855 || Task Loss: 0.5656 || KD Loss: 0.2762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1384|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:04:47 || Estimated Time: 1 day, 21:29:32
2023-07-13 16:09:38,623 semantic_segmentation INFO: Iters: 3180/50000 || Lr: 0.018852 || Task Loss: 1.0501 || KD Loss: 0.6202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1259|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:05:21 || Estimated Time: 1 day, 21:28:49
2023-07-13 16:10:13,197 semantic_segmentation INFO: Iters: 3190/50000 || Lr: 0.018848 || Task Loss: 0.5647 || KD Loss: 0.3102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:05:56 || Estimated Time: 1 day, 21:28:08
2023-07-13 16:10:47,654 semantic_segmentation INFO: Iters: 3200/50000 || Lr: 0.018845 || Task Loss: 0.7928 || KD Loss: 0.4387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1487|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:06:30 || Estimated Time: 1 day, 21:27:26
2023-07-13 16:10:47,721 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-13 16:10:48,368 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.910, mIoU: 0.296
2023-07-13 16:10:48,498 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.929, mIoU: 0.299
2023-07-13 16:10:48,629 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.920, mIoU: 0.269
2023-07-13 16:10:48,758 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.922, mIoU: 0.277
2023-07-13 16:10:48,886 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.923, mIoU: 0.281
2023-07-13 16:10:49,019 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.922, mIoU: 0.285
2023-07-13 16:10:49,145 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.922, mIoU: 0.295
2023-07-13 16:10:49,271 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.922, mIoU: 0.309
2023-07-13 16:10:49,394 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.922, mIoU: 0.315
2023-07-13 16:10:49,521 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.915, mIoU: 0.319
2023-07-13 16:10:49,648 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.914, mIoU: 0.320
2023-07-13 16:10:49,774 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.908, mIoU: 0.346
2023-07-13 16:10:49,897 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.908, mIoU: 0.347
2023-07-13 16:10:50,016 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.905, mIoU: 0.340
2023-07-13 16:10:50,143 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.901, mIoU: 0.341
2023-07-13 16:10:50,272 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.899, mIoU: 0.336
2023-07-13 16:10:50,400 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.898, mIoU: 0.333
2023-07-13 16:10:50,528 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.898, mIoU: 0.335
2023-07-13 16:10:50,660 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.895, mIoU: 0.333
2023-07-13 16:10:50,787 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.894, mIoU: 0.340
2023-07-13 16:10:50,914 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.895, mIoU: 0.345
2023-07-13 16:10:51,037 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.885, mIoU: 0.338
2023-07-13 16:10:51,161 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.885, mIoU: 0.337
2023-07-13 16:10:51,286 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.882, mIoU: 0.338
2023-07-13 16:10:51,411 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.875, mIoU: 0.340
2023-07-13 16:10:51,536 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.874, mIoU: 0.337
2023-07-13 16:10:51,663 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.874, mIoU: 0.337
2023-07-13 16:10:51,788 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.874, mIoU: 0.337
2023-07-13 16:10:51,911 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.870, mIoU: 0.334
2023-07-13 16:10:52,034 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.869, mIoU: 0.335
2023-07-13 16:10:52,156 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.868, mIoU: 0.335
2023-07-13 16:10:52,277 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.869, mIoU: 0.336
2023-07-13 16:10:52,406 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.870, mIoU: 0.336
2023-07-13 16:10:52,538 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.868, mIoU: 0.332
2023-07-13 16:10:52,667 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.867, mIoU: 0.334
2023-07-13 16:10:52,791 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.868, mIoU: 0.333
2023-07-13 16:10:52,914 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.868, mIoU: 0.333
2023-07-13 16:10:53,034 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.864, mIoU: 0.331
2023-07-13 16:10:53,153 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.863, mIoU: 0.329
2023-07-13 16:10:53,270 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.865, mIoU: 0.329
2023-07-13 16:10:53,443 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.866, mIoU: 0.329
2023-07-13 16:10:53,614 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.867, mIoU: 0.329
2023-07-13 16:10:53,778 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.867, mIoU: 0.328
2023-07-13 16:10:53,938 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.868, mIoU: 0.328
2023-07-13 16:10:54,092 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.869, mIoU: 0.329
2023-07-13 16:10:54,243 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.869, mIoU: 0.329
2023-07-13 16:10:54,393 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.871, mIoU: 0.329
2023-07-13 16:10:54,539 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.872, mIoU: 0.329
2023-07-13 16:10:54,684 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.872, mIoU: 0.328
2023-07-13 16:10:54,825 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.872, mIoU: 0.328
2023-07-13 16:10:54,966 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.872, mIoU: 0.329
2023-07-13 16:10:55,104 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.870, mIoU: 0.326
2023-07-13 16:10:55,241 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.869, mIoU: 0.322
2023-07-13 16:10:55,377 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.867, mIoU: 0.317
2023-07-13 16:10:55,512 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.867, mIoU: 0.317
2023-07-13 16:10:55,647 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.866, mIoU: 0.316
2023-07-13 16:10:55,780 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.867, mIoU: 0.319
2023-07-13 16:10:55,913 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.867, mIoU: 0.321
2023-07-13 16:10:56,043 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.867, mIoU: 0.321
2023-07-13 16:10:56,173 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.867, mIoU: 0.321
2023-07-13 16:10:56,301 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.865, mIoU: 0.320
2023-07-13 16:10:56,430 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.864, mIoU: 0.320
2023-07-13 16:10:56,559 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.864, mIoU: 0.320
2023-07-13 16:10:56,686 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.863, mIoU: 0.320
2023-07-13 16:10:56,813 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.861, mIoU: 0.319
2023-07-13 16:10:56,942 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.860, mIoU: 0.318
2023-07-13 16:10:57,072 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.858, mIoU: 0.316
2023-07-13 16:10:57,198 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.857, mIoU: 0.315
2023-07-13 16:10:57,326 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.857, mIoU: 0.315
2023-07-13 16:10:57,454 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.858, mIoU: 0.315
2023-07-13 16:10:57,580 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.858, mIoU: 0.315
2023-07-13 16:10:57,707 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.859, mIoU: 0.315
2023-07-13 16:10:57,834 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.859, mIoU: 0.314
2023-07-13 16:10:57,961 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.860, mIoU: 0.315
2023-07-13 16:10:58,086 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.859, mIoU: 0.314
2023-07-13 16:10:58,210 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.859, mIoU: 0.314
2023-07-13 16:10:58,335 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.859, mIoU: 0.315
2023-07-13 16:10:58,460 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.859, mIoU: 0.315
2023-07-13 16:10:58,585 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.858, mIoU: 0.314
2023-07-13 16:10:58,713 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.858, mIoU: 0.316
2023-07-13 16:10:58,843 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.857, mIoU: 0.318
2023-07-13 16:10:58,970 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.858, mIoU: 0.319
2023-07-13 16:10:59,095 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.857, mIoU: 0.318
2023-07-13 16:10:59,216 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.856, mIoU: 0.317
2023-07-13 16:10:59,341 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.853, mIoU: 0.317
2023-07-13 16:10:59,469 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.853, mIoU: 0.316
2023-07-13 16:10:59,598 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.853, mIoU: 0.316
2023-07-13 16:10:59,725 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.853, mIoU: 0.317
2023-07-13 16:10:59,847 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.853, mIoU: 0.317
2023-07-13 16:10:59,970 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.853, mIoU: 0.317
2023-07-13 16:11:00,094 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.854, mIoU: 0.317
2023-07-13 16:11:00,218 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.853, mIoU: 0.317
2023-07-13 16:11:00,340 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.853, mIoU: 0.317
2023-07-13 16:11:00,461 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.853, mIoU: 0.317
2023-07-13 16:11:00,588 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.855, mIoU: 0.318
2023-07-13 16:11:00,715 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.855, mIoU: 0.319
2023-07-13 16:11:00,841 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.854, mIoU: 0.318
2023-07-13 16:11:00,970 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.854, mIoU: 0.318
2023-07-13 16:11:01,103 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.853, mIoU: 0.319
2023-07-13 16:11:01,228 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.853, mIoU: 0.319
2023-07-13 16:11:01,353 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.850, mIoU: 0.319
2023-07-13 16:11:01,476 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.850, mIoU: 0.319
2023-07-13 16:11:01,600 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.849, mIoU: 0.319
2023-07-13 16:11:01,728 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.850, mIoU: 0.319
2023-07-13 16:11:01,854 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.850, mIoU: 0.319
2023-07-13 16:11:01,978 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.851, mIoU: 0.319
2023-07-13 16:11:02,098 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.852, mIoU: 0.320
2023-07-13 16:11:02,225 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.852, mIoU: 0.320
2023-07-13 16:11:02,352 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.852, mIoU: 0.320
2023-07-13 16:11:02,477 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.851, mIoU: 0.320
2023-07-13 16:11:02,604 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.851, mIoU: 0.320
2023-07-13 16:11:02,734 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.851, mIoU: 0.320
2023-07-13 16:11:02,861 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.851, mIoU: 0.319
2023-07-13 16:11:02,988 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.851, mIoU: 0.319
2023-07-13 16:11:03,111 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.851, mIoU: 0.319
2023-07-13 16:11:03,236 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.852, mIoU: 0.319
2023-07-13 16:11:03,366 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.851, mIoU: 0.319
2023-07-13 16:11:03,495 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.851, mIoU: 0.319
2023-07-13 16:11:03,623 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.850, mIoU: 0.317
2023-07-13 16:11:03,747 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.851, mIoU: 0.317
2023-07-13 16:11:03,872 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.851, mIoU: 0.318
2023-07-13 16:11:03,999 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.851, mIoU: 0.318
2023-07-13 16:11:04,125 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.851, mIoU: 0.317
2023-07-13 16:11:04,252 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.851, mIoU: 0.317
2023-07-13 16:11:04,384 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.850, mIoU: 0.317
2023-07-13 16:11:04,509 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.849, mIoU: 0.316
2023-07-13 16:11:04,638 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.849, mIoU: 0.317
2023-07-13 16:11:04,765 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.850, mIoU: 0.317
2023-07-13 16:11:04,887 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.850, mIoU: 0.318
2023-07-13 16:11:05,010 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.851, mIoU: 0.318
2023-07-13 16:11:05,133 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.851, mIoU: 0.318
2023-07-13 16:11:05,253 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.852, mIoU: 0.318
2023-07-13 16:11:05,370 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.852, mIoU: 0.318
2023-07-13 16:11:05,499 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.853, mIoU: 0.318
2023-07-13 16:11:05,632 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.853, mIoU: 0.318
2023-07-13 16:11:05,762 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.854, mIoU: 0.318
2023-07-13 16:11:05,889 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.854, mIoU: 0.318
2023-07-13 16:11:06,018 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.853, mIoU: 0.318
2023-07-13 16:11:06,147 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.853, mIoU: 0.319
2023-07-13 16:11:06,275 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.853, mIoU: 0.319
2023-07-13 16:11:06,398 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.852, mIoU: 0.319
2023-07-13 16:11:06,523 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.853, mIoU: 0.319
2023-07-13 16:11:06,650 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.853, mIoU: 0.319
2023-07-13 16:11:06,775 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.853, mIoU: 0.319
2023-07-13 16:11:06,902 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.853, mIoU: 0.320
2023-07-13 16:11:07,034 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.853, mIoU: 0.320
2023-07-13 16:11:07,161 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.853, mIoU: 0.320
2023-07-13 16:11:07,289 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.853, mIoU: 0.320
2023-07-13 16:11:07,416 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.853, mIoU: 0.319
2023-07-13 16:11:07,539 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.853, mIoU: 0.319
2023-07-13 16:11:07,663 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.853, mIoU: 0.319
2023-07-13 16:11:07,786 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.853, mIoU: 0.319
2023-07-13 16:11:07,906 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.853, mIoU: 0.319
2023-07-13 16:11:08,026 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.853, mIoU: 0.319
2023-07-13 16:11:08,155 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.853, mIoU: 0.319
2023-07-13 16:11:08,287 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.853, mIoU: 0.319
2023-07-13 16:11:08,417 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.853, mIoU: 0.319
2023-07-13 16:11:08,546 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.853, mIoU: 0.319
2023-07-13 16:11:08,680 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.853, mIoU: 0.319
2023-07-13 16:11:08,805 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.854, mIoU: 0.319
2023-07-13 16:11:08,932 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.854, mIoU: 0.319
2023-07-13 16:11:09,055 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.854, mIoU: 0.319
2023-07-13 16:11:09,179 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.854, mIoU: 0.319
2023-07-13 16:11:09,304 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.854, mIoU: 0.319
2023-07-13 16:11:09,428 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.854, mIoU: 0.319
2023-07-13 16:11:09,549 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.854, mIoU: 0.319
2023-07-13 16:11:09,667 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.855, mIoU: 0.319
2023-07-13 16:11:09,796 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.855, mIoU: 0.320
2023-07-13 16:11:09,928 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.855, mIoU: 0.320
2023-07-13 16:11:10,059 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.856, mIoU: 0.320
2023-07-13 16:11:10,189 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.856, mIoU: 0.320
2023-07-13 16:11:10,323 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.856, mIoU: 0.320
2023-07-13 16:11:10,450 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.856, mIoU: 0.320
2023-07-13 16:11:10,578 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.857, mIoU: 0.320
2023-07-13 16:11:10,703 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.857, mIoU: 0.320
2023-07-13 16:11:10,826 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.857, mIoU: 0.320
2023-07-13 16:11:10,948 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.856, mIoU: 0.320
2023-07-13 16:11:11,068 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.856, mIoU: 0.320
2023-07-13 16:11:11,188 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.856, mIoU: 0.320
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2023-07-13 16:11:36,866 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.866, mIoU: 0.329
2023-07-13 16:11:36,985 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.866, mIoU: 0.329
2023-07-13 16:11:37,103 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.866, mIoU: 0.329
2023-07-13 16:11:37,232 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.866, mIoU: 0.330
2023-07-13 16:11:37,365 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.867, mIoU: 0.330
2023-07-13 16:11:37,495 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.867, mIoU: 0.330
2023-07-13 16:11:37,626 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.867, mIoU: 0.330
2023-07-13 16:11:37,760 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.867, mIoU: 0.330
2023-07-13 16:11:37,889 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.867, mIoU: 0.330
2023-07-13 16:11:38,019 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.867, mIoU: 0.330
2023-07-13 16:11:38,146 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.867, mIoU: 0.330
2023-07-13 16:11:38,270 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.867, mIoU: 0.330
2023-07-13 16:11:38,393 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.867, mIoU: 0.330
2023-07-13 16:11:38,516 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.867, mIoU: 0.330
2023-07-13 16:11:38,636 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.867, mIoU: 0.331
2023-07-13 16:11:38,754 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.867, mIoU: 0.331
2023-07-13 16:11:38,886 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.868, mIoU: 0.331
2023-07-13 16:11:39,022 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.868, mIoU: 0.331
2023-07-13 16:11:39,151 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.868, mIoU: 0.331
2023-07-13 16:11:39,278 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.868, mIoU: 0.331
2023-07-13 16:11:39,405 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.868, mIoU: 0.331
2023-07-13 16:11:39,529 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.868, mIoU: 0.331
2023-07-13 16:11:39,650 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.869, mIoU: 0.331
2023-07-13 16:11:39,769 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.869, mIoU: 0.331
2023-07-13 16:11:39,895 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.869, mIoU: 0.331
2023-07-13 16:11:40,026 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.869, mIoU: 0.331
2023-07-13 16:11:40,157 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.869, mIoU: 0.331
2023-07-13 16:11:40,288 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.869, mIoU: 0.331
2023-07-13 16:11:40,417 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.869, mIoU: 0.332
2023-07-13 16:11:40,548 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.870, mIoU: 0.332
2023-07-13 16:11:40,680 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.870, mIoU: 0.332
2023-07-13 16:11:40,807 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.870, mIoU: 0.332
2023-07-13 16:11:40,932 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.870, mIoU: 0.332
2023-07-13 16:11:41,059 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.870, mIoU: 0.332
2023-07-13 16:11:41,184 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.870, mIoU: 0.332
2023-07-13 16:11:41,312 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.870, mIoU: 0.332
2023-07-13 16:11:41,441 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.870, mIoU: 0.332
2023-07-13 16:11:41,572 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.871, mIoU: 0.332
2023-07-13 16:11:41,702 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.871, mIoU: 0.332
2023-07-13 16:11:41,827 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.871, mIoU: 0.332
2023-07-13 16:11:41,951 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.871, mIoU: 0.332
2023-07-13 16:11:42,077 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.871, mIoU: 0.333
2023-07-13 16:11:42,202 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.871, mIoU: 0.333
2023-07-13 16:11:42,323 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.871, mIoU: 0.333
2023-07-13 16:11:42,441 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.871, mIoU: 0.333
2023-07-13 16:11:42,571 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.871, mIoU: 0.333
2023-07-13 16:11:42,704 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.872, mIoU: 0.333
2023-07-13 16:11:42,834 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.872, mIoU: 0.333
2023-07-13 16:11:42,961 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.872, mIoU: 0.333
2023-07-13 16:11:43,092 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.872, mIoU: 0.333
2023-07-13 16:11:43,221 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.872, mIoU: 0.333
2023-07-13 16:11:43,349 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.872, mIoU: 0.333
2023-07-13 16:11:43,475 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.872, mIoU: 0.333
2023-07-13 16:11:43,604 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.872, mIoU: 0.333
2023-07-13 16:11:43,733 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.873, mIoU: 0.333
2023-07-13 16:11:43,860 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.873, mIoU: 0.334
2023-07-13 16:11:43,989 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.873, mIoU: 0.334
2023-07-13 16:11:44,118 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.873, mIoU: 0.334
2023-07-13 16:11:44,250 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.873, mIoU: 0.334
2023-07-13 16:11:44,381 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.873, mIoU: 0.334
2023-07-13 16:11:44,509 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.873, mIoU: 0.334
2023-07-13 16:11:44,638 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.874, mIoU: 0.334
2023-07-13 16:11:44,768 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.874, mIoU: 0.334
2023-07-13 16:11:44,897 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.874, mIoU: 0.334
2023-07-13 16:11:45,022 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.874, mIoU: 0.334
2023-07-13 16:11:45,146 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.874, mIoU: 0.334
2023-07-13 16:11:45,270 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.874, mIoU: 0.334
2023-07-13 16:11:45,393 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.874, mIoU: 0.334
2023-07-13 16:11:45,515 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.874, mIoU: 0.335
2023-07-13 16:11:45,642 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.875, mIoU: 0.335
2023-07-13 16:11:45,773 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.875, mIoU: 0.335
2023-07-13 16:11:45,903 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.875, mIoU: 0.335
2023-07-13 16:11:46,033 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.875, mIoU: 0.335
2023-07-13 16:11:46,161 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.875, mIoU: 0.335
2023-07-13 16:11:46,294 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.875, mIoU: 0.335
2023-07-13 16:11:46,425 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.875, mIoU: 0.335
2023-07-13 16:11:46,553 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.875, mIoU: 0.335
2023-07-13 16:11:46,682 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.875, mIoU: 0.335
2023-07-13 16:11:46,812 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.875, mIoU: 0.335
2023-07-13 16:11:46,939 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.875, mIoU: 0.335
2023-07-13 16:11:47,066 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.875, mIoU: 0.335
2023-07-13 16:11:47,191 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.875, mIoU: 0.336
2023-07-13 16:11:47,318 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.875, mIoU: 0.336
2023-07-13 16:11:47,443 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.875, mIoU: 0.336
2023-07-13 16:11:47,567 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.875, mIoU: 0.336
2023-07-13 16:11:47,694 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.875, mIoU: 0.336
2023-07-13 16:11:47,822 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.875, mIoU: 0.335
2023-07-13 16:11:47,950 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.875, mIoU: 0.335
2023-07-13 16:11:48,078 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.875, mIoU: 0.336
2023-07-13 16:11:48,205 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.875, mIoU: 0.336
2023-07-13 16:11:48,338 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.875, mIoU: 0.336
2023-07-13 16:11:48,470 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.875, mIoU: 0.336
2023-07-13 16:11:48,595 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.875, mIoU: 0.336
2023-07-13 16:11:48,721 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.875, mIoU: 0.336
2023-07-13 16:11:48,847 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.875, mIoU: 0.336
2023-07-13 16:11:48,973 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.875, mIoU: 0.336
2023-07-13 16:11:49,098 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.875, mIoU: 0.336
2023-07-13 16:11:49,232 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.875, mIoU: 0.336
2023-07-13 16:11:49,361 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.876, mIoU: 0.336
2023-07-13 16:11:49,491 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.876, mIoU: 0.337
2023-07-13 16:11:49,619 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.876, mIoU: 0.337
2023-07-13 16:11:49,744 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.876, mIoU: 0.337
2023-07-13 16:11:49,871 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.876, mIoU: 0.337
2023-07-13 16:11:49,998 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.876, mIoU: 0.337
2023-07-13 16:11:50,125 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.876, mIoU: 0.337
2023-07-13 16:11:50,252 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.876, mIoU: 0.337
2023-07-13 16:11:50,383 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.876, mIoU: 0.337
2023-07-13 16:11:50,515 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.876, mIoU: 0.337
2023-07-13 16:11:50,642 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.876, mIoU: 0.337
2023-07-13 16:11:50,768 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.876, mIoU: 0.337
2023-07-13 16:11:50,893 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.876, mIoU: 0.337
2023-07-13 16:11:51,019 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.876, mIoU: 0.338
2023-07-13 16:11:51,146 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.876, mIoU: 0.338
2023-07-13 16:11:51,277 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.877, mIoU: 0.338
2023-07-13 16:11:51,408 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.877, mIoU: 0.338
2023-07-13 16:11:51,538 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.876, mIoU: 0.338
2023-07-13 16:11:51,666 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.877, mIoU: 0.338
2023-07-13 16:11:51,792 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.877, mIoU: 0.339
2023-07-13 16:11:51,919 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.877, mIoU: 0.338
2023-07-13 16:11:52,044 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.877, mIoU: 0.339
2023-07-13 16:11:52,167 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.877, mIoU: 0.339
2023-07-13 16:11:52,288 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.877, mIoU: 0.339
2023-07-13 16:12:26,897 semantic_segmentation INFO: Iters: 3210/50000 || Lr: 0.018841 || Task Loss: 0.9365 || KD Loss: 0.5164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:08:09 || Estimated Time: 1 day, 21:42:27
2023-07-13 16:13:01,082 semantic_segmentation INFO: Iters: 3220/50000 || Lr: 0.018837 || Task Loss: 0.5880 || KD Loss: 0.3307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1320|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:08:44 || Estimated Time: 1 day, 21:41:38
2023-07-13 16:13:35,355 semantic_segmentation INFO: Iters: 3230/50000 || Lr: 0.018834 || Task Loss: 0.6058 || KD Loss: 0.3143|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1476|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:09:18 || Estimated Time: 1 day, 21:40:50
2023-07-13 16:14:09,749 semantic_segmentation INFO: Iters: 3240/50000 || Lr: 0.018830 || Task Loss: 0.6376 || KD Loss: 0.3367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1353|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:09:52 || Estimated Time: 1 day, 21:40:04
2023-07-13 16:14:44,158 semantic_segmentation INFO: Iters: 3250/50000 || Lr: 0.018826 || Task Loss: 0.6256 || KD Loss: 0.3549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1353|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 21:39:17
2023-07-13 16:15:18,532 semantic_segmentation INFO: Iters: 3260/50000 || Lr: 0.018823 || Task Loss: 0.5986 || KD Loss: 0.3078|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1342|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:11:01 || Estimated Time: 1 day, 21:38:31
2023-07-13 16:15:52,966 semantic_segmentation INFO: Iters: 3270/50000 || Lr: 0.018819 || Task Loss: 0.8251 || KD Loss: 0.4577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1468|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:11:35 || Estimated Time: 1 day, 21:37:46
2023-07-13 16:16:27,350 semantic_segmentation INFO: Iters: 3280/50000 || Lr: 0.018816 || Task Loss: 1.1755 || KD Loss: 0.6795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1440|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:12:10 || Estimated Time: 1 day, 21:37:00
2023-07-13 16:17:01,707 semantic_segmentation INFO: Iters: 3290/50000 || Lr: 0.018812 || Task Loss: 0.8111 || KD Loss: 0.5170|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:12:44 || Estimated Time: 1 day, 21:36:13
2023-07-13 16:17:36,005 semantic_segmentation INFO: Iters: 3300/50000 || Lr: 0.018808 || Task Loss: 0.5925 || KD Loss: 0.3211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1349|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:13:19 || Estimated Time: 1 day, 21:35:27
2023-07-13 16:18:10,375 semantic_segmentation INFO: Iters: 3310/50000 || Lr: 0.018805 || Task Loss: 0.8243 || KD Loss: 0.4414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1345|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:13:53 || Estimated Time: 1 day, 21:34:40
2023-07-13 16:18:44,750 semantic_segmentation INFO: Iters: 3320/50000 || Lr: 0.018801 || Task Loss: 0.5215 || KD Loss: 0.2849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1357|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:14:27 || Estimated Time: 1 day, 21:33:54
2023-07-13 16:19:19,195 semantic_segmentation INFO: Iters: 3330/50000 || Lr: 0.018797 || Task Loss: 0.7305 || KD Loss: 0.4031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1480|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:15:02 || Estimated Time: 1 day, 21:33:09
2023-07-13 16:19:53,425 semantic_segmentation INFO: Iters: 3340/50000 || Lr: 0.018794 || Task Loss: 0.7554 || KD Loss: 0.4164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:15:36 || Estimated Time: 1 day, 21:32:22
2023-07-13 16:20:27,625 semantic_segmentation INFO: Iters: 3350/50000 || Lr: 0.018790 || Task Loss: 0.6301 || KD Loss: 0.3771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:16:10 || Estimated Time: 1 day, 21:31:34
2023-07-13 16:21:01,824 semantic_segmentation INFO: Iters: 3360/50000 || Lr: 0.018787 || Task Loss: 0.5818 || KD Loss: 0.3171|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:16:44 || Estimated Time: 1 day, 21:30:46
2023-07-13 16:21:36,248 semantic_segmentation INFO: Iters: 3370/50000 || Lr: 0.018783 || Task Loss: 0.6016 || KD Loss: 0.3150|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1285|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:17:19 || Estimated Time: 1 day, 21:30:00
2023-07-13 16:22:10,583 semantic_segmentation INFO: Iters: 3380/50000 || Lr: 0.018779 || Task Loss: 0.8725 || KD Loss: 0.4502|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1455|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 21:29:14
2023-07-13 16:22:44,896 semantic_segmentation INFO: Iters: 3390/50000 || Lr: 0.018776 || Task Loss: 0.7677 || KD Loss: 0.4050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1338|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:18:27 || Estimated Time: 1 day, 21:28:28
2023-07-13 16:23:19,275 semantic_segmentation INFO: Iters: 3400/50000 || Lr: 0.018772 || Task Loss: 0.7875 || KD Loss: 0.3708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1355|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:19:02 || Estimated Time: 1 day, 21:27:43
2023-07-13 16:23:53,594 semantic_segmentation INFO: Iters: 3410/50000 || Lr: 0.018768 || Task Loss: 0.7518 || KD Loss: 0.4163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1325|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:19:36 || Estimated Time: 1 day, 21:26:57
2023-07-13 16:24:27,854 semantic_segmentation INFO: Iters: 3420/50000 || Lr: 0.018765 || Task Loss: 0.6856 || KD Loss: 0.3545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1309|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:20:10 || Estimated Time: 1 day, 21:26:10
2023-07-13 16:25:02,272 semantic_segmentation INFO: Iters: 3430/50000 || Lr: 0.018761 || Task Loss: 0.5187 || KD Loss: 0.2706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1295|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 21:25:25
2023-07-13 16:25:36,646 semantic_segmentation INFO: Iters: 3440/50000 || Lr: 0.018758 || Task Loss: 0.4521 || KD Loss: 0.2524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1321|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:21:19 || Estimated Time: 1 day, 21:24:40
2023-07-13 16:26:11,032 semantic_segmentation INFO: Iters: 3450/50000 || Lr: 0.018754 || Task Loss: 0.6254 || KD Loss: 0.3752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1296|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:21:54 || Estimated Time: 1 day, 21:23:55
2023-07-13 16:26:45,267 semantic_segmentation INFO: Iters: 3460/50000 || Lr: 0.018750 || Task Loss: 0.4671 || KD Loss: 0.2412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1449|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:22:28 || Estimated Time: 1 day, 21:23:09
2023-07-13 16:27:19,677 semantic_segmentation INFO: Iters: 3470/50000 || Lr: 0.018747 || Task Loss: 0.7194 || KD Loss: 0.4205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1259|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:23:02 || Estimated Time: 1 day, 21:22:24
2023-07-13 16:27:54,059 semantic_segmentation INFO: Iters: 3480/50000 || Lr: 0.018743 || Task Loss: 0.5489 || KD Loss: 0.2730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1328|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:23:37 || Estimated Time: 1 day, 21:21:39
2023-07-13 16:28:28,436 semantic_segmentation INFO: Iters: 3490/50000 || Lr: 0.018739 || Task Loss: 0.5133 || KD Loss: 0.2402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1316|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:24:11 || Estimated Time: 1 day, 21:20:54
2023-07-13 16:29:02,709 semantic_segmentation INFO: Iters: 3500/50000 || Lr: 0.018736 || Task Loss: 1.0837 || KD Loss: 0.6213|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1317|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:24:45 || Estimated Time: 1 day, 21:20:08
2023-07-13 16:29:37,010 semantic_segmentation INFO: Iters: 3510/50000 || Lr: 0.018732 || Task Loss: 0.6392 || KD Loss: 0.3576|| 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: 3:25:20 || Estimated Time: 1 day, 21:19:23
2023-07-13 16:30:11,202 semantic_segmentation INFO: Iters: 3520/50000 || Lr: 0.018729 || Task Loss: 0.5142 || KD Loss: 0.2746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1398|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:25:54 || Estimated Time: 1 day, 21:18:36
2023-07-13 16:30:45,302 semantic_segmentation INFO: Iters: 3530/50000 || Lr: 0.018725 || Task Loss: 0.6531 || KD Loss: 0.3568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1335|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:26:28 || Estimated Time: 1 day, 21:17:48
2023-07-13 16:31:19,491 semantic_segmentation INFO: Iters: 3540/50000 || Lr: 0.018721 || Task Loss: 0.4892 || KD Loss: 0.2370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1327|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:27:02 || Estimated Time: 1 day, 21:17:01
2023-07-13 16:31:53,677 semantic_segmentation INFO: Iters: 3550/50000 || Lr: 0.018718 || Task Loss: 0.7116 || KD Loss: 0.3786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1492|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:27:36 || Estimated Time: 1 day, 21:16:14
2023-07-13 16:32:27,796 semantic_segmentation INFO: Iters: 3560/50000 || Lr: 0.018714 || Task Loss: 0.7837 || KD Loss: 0.3984|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1533|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:28:10 || Estimated Time: 1 day, 21:15:26
2023-07-13 16:33:01,980 semantic_segmentation INFO: Iters: 3570/50000 || Lr: 0.018710 || Task Loss: 0.7318 || KD Loss: 0.4105|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1358|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:28:44 || Estimated Time: 1 day, 21:14:39
2023-07-13 16:33:36,215 semantic_segmentation INFO: Iters: 3580/50000 || Lr: 0.018707 || Task Loss: 0.4938 || KD Loss: 0.2341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1341|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:29:19 || Estimated Time: 1 day, 21:13:53
2023-07-13 16:34:10,426 semantic_segmentation INFO: Iters: 3590/50000 || Lr: 0.018703 || Task Loss: 0.5332 || KD Loss: 0.3613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1241|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:29:53 || Estimated Time: 1 day, 21:13:07
2023-07-13 16:34:44,500 semantic_segmentation INFO: Iters: 3600/50000 || Lr: 0.018700 || Task Loss: 0.5820 || KD Loss: 0.3139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1391|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:30:27 || Estimated Time: 1 day, 21:12:20
2023-07-13 16:35:18,706 semantic_segmentation INFO: Iters: 3610/50000 || Lr: 0.018696 || Task Loss: 0.5383 || KD Loss: 0.2890|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1608|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:31:01 || Estimated Time: 1 day, 21:11:33
2023-07-13 16:35:52,792 semantic_segmentation INFO: Iters: 3620/50000 || Lr: 0.018692 || Task Loss: 0.5834 || KD Loss: 0.3633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:31:35 || Estimated Time: 1 day, 21:10:45
2023-07-13 16:36:26,904 semantic_segmentation INFO: Iters: 3630/50000 || Lr: 0.018689 || Task Loss: 0.6329 || KD Loss: 0.3567|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1432|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:32:09 || Estimated Time: 1 day, 21:09:58
2023-07-13 16:37:01,111 semantic_segmentation INFO: Iters: 3640/50000 || Lr: 0.018685 || Task Loss: 0.4136 || KD Loss: 0.1886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:32:44 || Estimated Time: 1 day, 21:09:12
2023-07-13 16:37:35,414 semantic_segmentation INFO: Iters: 3650/50000 || Lr: 0.018681 || Task Loss: 0.5756 || KD Loss: 0.3235|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1297|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:33:18 || Estimated Time: 1 day, 21:08:27
2023-07-13 16:38:09,667 semantic_segmentation INFO: Iters: 3660/50000 || Lr: 0.018678 || Task Loss: 0.5569 || KD Loss: 0.2890|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1496|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:33:52 || Estimated Time: 1 day, 21:07:41
2023-07-13 16:38:43,925 semantic_segmentation INFO: Iters: 3670/50000 || Lr: 0.018674 || Task Loss: 0.4983 || KD Loss: 0.2761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:34:26 || Estimated Time: 1 day, 21:06:57
2023-07-13 16:39:18,215 semantic_segmentation INFO: Iters: 3680/50000 || Lr: 0.018671 || Task Loss: 0.6111 || KD Loss: 0.3125|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1251|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:35:01 || Estimated Time: 1 day, 21:06:12
2023-07-13 16:39:52,511 semantic_segmentation INFO: Iters: 3690/50000 || Lr: 0.018667 || Task Loss: 0.6038 || KD Loss: 0.3333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1467|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:35:35 || Estimated Time: 1 day, 21:05:27
2023-07-13 16:40:26,717 semantic_segmentation INFO: Iters: 3700/50000 || Lr: 0.018663 || Task Loss: 0.7111 || KD Loss: 0.3799|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1389|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 21:04:42
2023-07-13 16:41:00,956 semantic_segmentation INFO: Iters: 3710/50000 || Lr: 0.018660 || Task Loss: 0.8114 || KD Loss: 0.4554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:36:43 || Estimated Time: 1 day, 21:03:56
2023-07-13 16:41:35,095 semantic_segmentation INFO: Iters: 3720/50000 || Lr: 0.018656 || Task Loss: 0.5730 || KD Loss: 0.2858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1542|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:37:18 || Estimated Time: 1 day, 21:03:10
2023-07-13 16:42:09,281 semantic_segmentation INFO: Iters: 3730/50000 || Lr: 0.018652 || Task Loss: 0.6787 || KD Loss: 0.4407|| 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: 3:37:52 || Estimated Time: 1 day, 21:02:24
2023-07-13 16:42:43,519 semantic_segmentation INFO: Iters: 3740/50000 || Lr: 0.018649 || Task Loss: 0.6211 || KD Loss: 0.3275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1461|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:38:26 || Estimated Time: 1 day, 21:01:39
2023-07-13 16:43:17,735 semantic_segmentation INFO: Iters: 3750/50000 || Lr: 0.018645 || Task Loss: 0.7961 || KD Loss: 0.4328|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1297|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:39:00 || Estimated Time: 1 day, 21:00:54
2023-07-13 16:43:51,950 semantic_segmentation INFO: Iters: 3760/50000 || Lr: 0.018642 || Task Loss: 0.6243 || KD Loss: 0.3387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1379|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:39:34 || Estimated Time: 1 day, 21:00:09
2023-07-13 16:44:26,083 semantic_segmentation INFO: Iters: 3770/50000 || Lr: 0.018638 || Task Loss: 0.7293 || KD Loss: 0.3848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1430|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:40:09 || Estimated Time: 1 day, 20:59:23
2023-07-13 16:45:00,119 semantic_segmentation INFO: Iters: 3780/50000 || Lr: 0.018634 || Task Loss: 0.6197 || KD Loss: 0.3478|| 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: 3:40:43 || Estimated Time: 1 day, 20:58:35
2023-07-13 16:45:34,308 semantic_segmentation INFO: Iters: 3790/50000 || Lr: 0.018631 || Task Loss: 0.4249 || KD Loss: 0.1980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1275|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:41:17 || Estimated Time: 1 day, 20:57:50
2023-07-13 16:46:08,512 semantic_segmentation INFO: Iters: 3800/50000 || Lr: 0.018627 || Task Loss: 0.4674 || KD Loss: 0.2529|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1275|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:41:51 || Estimated Time: 1 day, 20:57:05
2023-07-13 16:46:42,696 semantic_segmentation INFO: Iters: 3810/50000 || Lr: 0.018623 || Task Loss: 0.6450 || KD Loss: 0.3390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:42:25 || Estimated Time: 1 day, 20:56:20
2023-07-13 16:47:16,897 semantic_segmentation INFO: Iters: 3820/50000 || Lr: 0.018620 || Task Loss: 0.6619 || KD Loss: 0.3654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1344|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:42:59 || Estimated Time: 1 day, 20:55:35
2023-07-13 16:47:51,121 semantic_segmentation INFO: Iters: 3830/50000 || Lr: 0.018616 || Task Loss: 0.6820 || KD Loss: 0.3200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1412|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:43:34 || Estimated Time: 1 day, 20:54:50
2023-07-13 16:48:25,431 semantic_segmentation INFO: Iters: 3840/50000 || Lr: 0.018612 || Task Loss: 0.6749 || KD Loss: 0.3317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1435|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:44:08 || Estimated Time: 1 day, 20:54:07
2023-07-13 16:48:59,697 semantic_segmentation INFO: Iters: 3850/50000 || Lr: 0.018609 || Task Loss: 0.5552 || KD Loss: 0.2822|| 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: 3:44:42 || Estimated Time: 1 day, 20:53:23
2023-07-13 16:49:34,064 semantic_segmentation INFO: Iters: 3860/50000 || Lr: 0.018605 || Task Loss: 0.9527 || KD Loss: 0.5378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1450|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:45:17 || Estimated Time: 1 day, 20:52:40
2023-07-13 16:50:08,333 semantic_segmentation INFO: Iters: 3870/50000 || Lr: 0.018602 || Task Loss: 0.6143 || KD Loss: 0.3146|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1358|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:45:51 || Estimated Time: 1 day, 20:51:56
2023-07-13 16:50:42,709 semantic_segmentation INFO: Iters: 3880/50000 || Lr: 0.018598 || Task Loss: 0.6365 || KD Loss: 0.3169|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1393|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:46:25 || Estimated Time: 1 day, 20:51:13
2023-07-13 16:51:17,065 semantic_segmentation INFO: Iters: 3890/50000 || Lr: 0.018594 || Task Loss: 0.8440 || KD Loss: 0.4585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1284|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:47:00 || Estimated Time: 1 day, 20:50:31
2023-07-13 16:51:51,308 semantic_segmentation INFO: Iters: 3900/50000 || Lr: 0.018591 || Task Loss: 0.8977 || KD Loss: 0.5310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1293|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:47:34 || Estimated Time: 1 day, 20:49:46
2023-07-13 16:52:25,532 semantic_segmentation INFO: Iters: 3910/50000 || Lr: 0.018587 || Task Loss: 0.6508 || KD Loss: 0.3426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1422|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:48:08 || Estimated Time: 1 day, 20:49:03
2023-07-13 16:52:59,707 semantic_segmentation INFO: Iters: 3920/50000 || Lr: 0.018583 || Task Loss: 0.6688 || KD Loss: 0.3491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1259|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:48:42 || Estimated Time: 1 day, 20:48:17
2023-07-13 16:53:33,930 semantic_segmentation INFO: Iters: 3930/50000 || Lr: 0.018580 || Task Loss: 0.4988 || KD Loss: 0.2600|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1369|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:49:16 || Estimated Time: 1 day, 20:47:33
2023-07-13 16:54:08,157 semantic_segmentation INFO: Iters: 3940/50000 || Lr: 0.018576 || Task Loss: 0.7540 || KD Loss: 0.4272|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1283|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:49:51 || Estimated Time: 1 day, 20:46:49
2023-07-13 16:54:42,236 semantic_segmentation INFO: Iters: 3950/50000 || Lr: 0.018573 || Task Loss: 0.7449 || KD Loss: 0.4453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1454|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:50:25 || Estimated Time: 1 day, 20:46:04
2023-07-13 16:55:16,433 semantic_segmentation INFO: Iters: 3960/50000 || Lr: 0.018569 || Task Loss: 0.7704 || KD Loss: 0.4597|| 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: 3:50:59 || Estimated Time: 1 day, 20:45:19
2023-07-13 16:55:50,549 semantic_segmentation INFO: Iters: 3970/50000 || Lr: 0.018565 || Task Loss: 0.6597 || KD Loss: 0.3690|| 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: 3:51:33 || Estimated Time: 1 day, 20:44:34
2023-07-13 16:56:24,621 semantic_segmentation INFO: Iters: 3980/50000 || Lr: 0.018562 || Task Loss: 0.5958 || KD Loss: 0.3158|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1410|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:52:07 || Estimated Time: 1 day, 20:43:48
2023-07-13 16:56:58,656 semantic_segmentation INFO: Iters: 3990/50000 || Lr: 0.018558 || Task Loss: 0.7511 || KD Loss: 0.3633|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1382|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:52:41 || Estimated Time: 1 day, 20:43:02
2023-07-13 16:57:32,725 semantic_segmentation INFO: Iters: 4000/50000 || Lr: 0.018554 || Task Loss: 0.6754 || KD Loss: 0.3523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1415|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:53:15 || Estimated Time: 1 day, 20:42:17
2023-07-13 16:57:32,790 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-13 16:57:33,331 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.860, mIoU: 0.260
2023-07-13 16:57:33,462 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.902, mIoU: 0.287
2023-07-13 16:57:33,586 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.893, mIoU: 0.243
2023-07-13 16:57:33,712 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.897, mIoU: 0.269
2023-07-13 16:57:33,836 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.897, mIoU: 0.270
2023-07-13 16:57:33,959 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.896, mIoU: 0.273
2023-07-13 16:57:34,079 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.897, mIoU: 0.282
2023-07-13 16:57:34,206 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.900, mIoU: 0.298
2023-07-13 16:57:34,336 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.901, mIoU: 0.302
2023-07-13 16:57:34,464 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.896, mIoU: 0.311
2023-07-13 16:57:34,590 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.895, mIoU: 0.314
2023-07-13 16:57:34,719 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.892, mIoU: 0.344
2023-07-13 16:57:34,847 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.891, mIoU: 0.344
2023-07-13 16:57:34,974 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.889, mIoU: 0.334
2023-07-13 16:57:35,095 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.887, mIoU: 0.335
2023-07-13 16:57:35,223 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.884, mIoU: 0.329
2023-07-13 16:57:35,350 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.884, mIoU: 0.327
2023-07-13 16:57:35,476 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.884, mIoU: 0.330
2023-07-13 16:57:35,598 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.882, mIoU: 0.329
2023-07-13 16:57:35,716 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.881, mIoU: 0.332
2023-07-13 16:57:35,843 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.881, mIoU: 0.336
2023-07-13 16:57:35,974 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.872, mIoU: 0.330
2023-07-13 16:57:36,103 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.872, mIoU: 0.329
2023-07-13 16:57:36,229 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.870, mIoU: 0.330
2023-07-13 16:57:36,356 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.864, mIoU: 0.332
2023-07-13 16:57:36,483 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.864, mIoU: 0.333
2023-07-13 16:57:36,611 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.864, mIoU: 0.335
2023-07-13 16:57:36,733 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.863, mIoU: 0.334
2023-07-13 16:57:36,857 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.859, mIoU: 0.330
2023-07-13 16:57:36,983 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.858, mIoU: 0.333
2023-07-13 16:57:37,107 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.858, mIoU: 0.334
2023-07-13 16:57:37,231 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.858, mIoU: 0.337
2023-07-13 16:57:37,355 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.861, mIoU: 0.340
2023-07-13 16:57:37,478 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.859, mIoU: 0.336
2023-07-13 16:57:37,603 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.860, mIoU: 0.339
2023-07-13 16:57:37,728 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.859, mIoU: 0.338
2023-07-13 16:57:37,850 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.859, mIoU: 0.337
2023-07-13 16:57:37,968 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.856, mIoU: 0.335
2023-07-13 16:57:38,095 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.855, mIoU: 0.337
2023-07-13 16:57:38,225 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.857, mIoU: 0.339
2023-07-13 16:57:38,355 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.858, mIoU: 0.338
2023-07-13 16:57:38,481 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.860, mIoU: 0.339
2023-07-13 16:57:38,611 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.861, mIoU: 0.339
2023-07-13 16:57:38,738 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.861, mIoU: 0.338
2023-07-13 16:57:38,865 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.862, mIoU: 0.339
2023-07-13 16:57:38,986 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.863, mIoU: 0.338
2023-07-13 16:57:39,114 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.863, mIoU: 0.339
2023-07-13 16:57:39,244 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.864, mIoU: 0.339
2023-07-13 16:57:39,371 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.865, mIoU: 0.339
2023-07-13 16:57:39,498 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.865, mIoU: 0.338
2023-07-13 16:57:39,621 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.865, mIoU: 0.339
2023-07-13 16:57:39,748 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.863, mIoU: 0.338
2023-07-13 16:57:39,876 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.861, mIoU: 0.333
2023-07-13 16:57:40,004 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.860, mIoU: 0.327
2023-07-13 16:57:40,127 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.859, mIoU: 0.327
2023-07-13 16:57:40,251 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.858, mIoU: 0.326
2023-07-13 16:57:40,380 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.859, mIoU: 0.329
2023-07-13 16:57:40,501 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.859, mIoU: 0.332
2023-07-13 16:57:40,618 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.859, mIoU: 0.332
2023-07-13 16:57:40,746 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.859, mIoU: 0.333
2023-07-13 16:57:40,878 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.857, mIoU: 0.331
2023-07-13 16:57:41,008 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.856, mIoU: 0.331
2023-07-13 16:57:41,137 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.856, mIoU: 0.331
2023-07-13 16:57:41,269 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.856, mIoU: 0.333
2023-07-13 16:57:41,397 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.854, mIoU: 0.332
2023-07-13 16:57:41,525 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.854, mIoU: 0.332
2023-07-13 16:57:41,650 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.852, mIoU: 0.330
2023-07-13 16:57:41,771 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.849, mIoU: 0.328
2023-07-13 16:57:41,894 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.849, mIoU: 0.327
2023-07-13 16:57:42,016 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.850, mIoU: 0.328
2023-07-13 16:57:42,136 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.851, mIoU: 0.328
2023-07-13 16:57:42,253 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.851, mIoU: 0.328
2023-07-13 16:57:42,380 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.851, mIoU: 0.328
2023-07-13 16:57:42,514 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.852, mIoU: 0.328
2023-07-13 16:57:42,642 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.851, mIoU: 0.327
2023-07-13 16:57:42,771 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.852, mIoU: 0.327
2023-07-13 16:57:42,897 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.852, mIoU: 0.328
2023-07-13 16:57:43,025 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.853, mIoU: 0.328
2023-07-13 16:57:43,152 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.852, mIoU: 0.327
2023-07-13 16:57:43,277 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.852, mIoU: 0.329
2023-07-13 16:57:43,403 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.851, mIoU: 0.331
2023-07-13 16:57:43,532 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.851, mIoU: 0.332
2023-07-13 16:57:43,665 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.851, mIoU: 0.332
2023-07-13 16:57:43,793 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.850, mIoU: 0.331
2023-07-13 16:57:43,923 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.847, mIoU: 0.331
2023-07-13 16:57:44,048 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.847, mIoU: 0.330
2023-07-13 16:57:44,176 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.846, mIoU: 0.329
2023-07-13 16:57:44,303 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.846, mIoU: 0.329
2023-07-13 16:57:44,427 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.847, mIoU: 0.330
2023-07-13 16:57:44,553 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.847, mIoU: 0.330
2023-07-13 16:57:44,678 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.848, mIoU: 0.331
2023-07-13 16:57:44,799 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.847, mIoU: 0.333
2023-07-13 16:57:44,916 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.847, mIoU: 0.333
2023-07-13 16:57:45,046 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.847, mIoU: 0.333
2023-07-13 16:57:45,179 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.849, mIoU: 0.334
2023-07-13 16:57:45,306 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.849, mIoU: 0.334
2023-07-13 16:57:45,434 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.848, mIoU: 0.334
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2023-07-13 16:58:14,114 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.858, mIoU: 0.340
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2023-07-13 16:58:16,881 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.862, mIoU: 0.345
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2023-07-13 16:58:18,680 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.864, mIoU: 0.347
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2023-07-13 16:58:19,313 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.864, mIoU: 0.347
2023-07-13 16:58:19,441 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.864, mIoU: 0.348
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2023-07-13 16:58:19,701 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.865, mIoU: 0.348
2023-07-13 16:58:19,831 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.865, mIoU: 0.350
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2023-07-13 16:58:20,836 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.866, mIoU: 0.349
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2023-07-13 16:58:21,840 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.867, mIoU: 0.351
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2023-07-13 16:58:23,352 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.868, mIoU: 0.352
2023-07-13 16:58:23,486 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.868, mIoU: 0.352
2023-07-13 16:58:23,617 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.868, mIoU: 0.352
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2023-07-13 16:58:24,007 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.869, mIoU: 0.352
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2023-07-13 16:58:24,257 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.869, mIoU: 0.352
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2023-07-13 16:58:24,904 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.870, mIoU: 0.353
2023-07-13 16:58:25,032 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.870, mIoU: 0.353
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2023-07-13 16:58:27,078 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.872, mIoU: 0.354
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2023-07-13 16:58:28,101 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.873, mIoU: 0.355
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2023-07-13 16:58:30,393 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.875, mIoU: 0.356
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2023-07-13 16:58:33,959 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.876, mIoU: 0.359
2023-07-13 16:58:34,080 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.876, mIoU: 0.359
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2023-07-13 16:58:34,841 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.876, mIoU: 0.360
2023-07-13 16:58:34,972 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.876, mIoU: 0.360
2023-07-13 16:58:35,100 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.876, mIoU: 0.360
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2023-07-13 16:58:35,471 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.876, mIoU: 0.361
2023-07-13 16:58:35,590 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.876, mIoU: 0.361
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2023-07-13 16:58:35,839 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.876, mIoU: 0.361
2023-07-13 16:58:35,975 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.876, mIoU: 0.361
2023-07-13 16:58:36,104 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.876, mIoU: 0.361
2023-07-13 16:58:36,236 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.877, mIoU: 0.361
2023-07-13 16:58:36,362 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.877, mIoU: 0.361
2023-07-13 16:58:36,495 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.877, mIoU: 0.361
2023-07-13 16:59:11,060 semantic_segmentation INFO: Iters: 4010/50000 || Lr: 0.018551 || Task Loss: 0.8177 || KD Loss: 0.4242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1575|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:54:54 || Estimated Time: 1 day, 20:53:48
2023-07-13 16:59:45,188 semantic_segmentation INFO: Iters: 4020/50000 || Lr: 0.018547 || Task Loss: 0.8170 || KD Loss: 0.4636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1426|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:55:28 || Estimated Time: 1 day, 20:53:01
2023-07-13 17:00:19,468 semantic_segmentation INFO: Iters: 4030/50000 || Lr: 0.018544 || Task Loss: 0.7500 || KD Loss: 0.3961|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1317|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:56:02 || Estimated Time: 1 day, 20:52:17
2023-07-13 17:00:53,812 semantic_segmentation INFO: Iters: 4040/50000 || Lr: 0.018540 || Task Loss: 0.8306 || KD Loss: 0.4345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1267|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:56:36 || Estimated Time: 1 day, 20:51:32
2023-07-13 17:01:28,214 semantic_segmentation INFO: Iters: 4050/50000 || Lr: 0.018536 || Task Loss: 0.7521 || KD Loss: 0.4402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1261|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:57:11 || Estimated Time: 1 day, 20:50:49
2023-07-13 17:02:02,627 semantic_segmentation INFO: Iters: 4060/50000 || Lr: 0.018533 || Task Loss: 0.5234 || KD Loss: 0.2689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:57:45 || Estimated Time: 1 day, 20:50:06
2023-07-13 17:02:36,947 semantic_segmentation INFO: Iters: 4070/50000 || Lr: 0.018529 || Task Loss: 0.4818 || KD Loss: 0.2760|| 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: 3:58:19 || Estimated Time: 1 day, 20:49:21
2023-07-13 17:03:11,066 semantic_segmentation INFO: Iters: 4080/50000 || Lr: 0.018525 || Task Loss: 0.5522 || KD Loss: 0.2867|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1356|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 3:58:54 || Estimated Time: 1 day, 20:48:35
2023-07-13 17:03:45,231 semantic_segmentation INFO: Iters: 4090/50000 || Lr: 0.018522 || Task Loss: 0.4727 || KD Loss: 0.2404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1429|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 20:47:49
2023-07-13 17:04:19,526 semantic_segmentation INFO: Iters: 4100/50000 || Lr: 0.018518 || Task Loss: 0.6621 || KD Loss: 0.3465|| 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: 4:00:02 || Estimated Time: 1 day, 20:47:04
2023-07-13 17:04:53,649 semantic_segmentation INFO: Iters: 4110/50000 || Lr: 0.018514 || Task Loss: 0.6776 || KD Loss: 0.2965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1262|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:00:36 || Estimated Time: 1 day, 20:46:18
2023-07-13 17:05:27,793 semantic_segmentation INFO: Iters: 4120/50000 || Lr: 0.018511 || Task Loss: 0.8730 || KD Loss: 0.4000|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1287|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:01:10 || Estimated Time: 1 day, 20:45:32
2023-07-13 17:06:02,027 semantic_segmentation INFO: Iters: 4130/50000 || Lr: 0.018507 || Task Loss: 0.5846 || KD Loss: 0.3002|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1404|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:01:45 || Estimated Time: 1 day, 20:44:45
2023-07-13 17:06:36,146 semantic_segmentation INFO: Iters: 4140/50000 || Lr: 0.018504 || Task Loss: 0.8347 || KD Loss: 0.4079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1282|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:02:19 || Estimated Time: 1 day, 20:44:01
2023-07-13 17:07:10,192 semantic_segmentation INFO: Iters: 4150/50000 || Lr: 0.018500 || Task Loss: 0.4329 || KD Loss: 0.2115|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1304|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:02:53 || Estimated Time: 1 day, 20:43:14
2023-07-13 17:07:44,330 semantic_segmentation INFO: Iters: 4160/50000 || Lr: 0.018496 || Task Loss: 0.6130 || KD Loss: 0.2912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1291|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 20:42:28
2023-07-13 17:08:18,433 semantic_segmentation INFO: Iters: 4170/50000 || Lr: 0.018493 || Task Loss: 0.4673 || KD Loss: 0.2191|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1250|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:04:01 || Estimated Time: 1 day, 20:41:42
2023-07-13 17:08:52,536 semantic_segmentation INFO: Iters: 4180/50000 || Lr: 0.018489 || Task Loss: 0.8108 || KD Loss: 0.5134|| 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: 4:04:35 || Estimated Time: 1 day, 20:40:56
2023-07-13 17:09:26,609 semantic_segmentation INFO: Iters: 4190/50000 || Lr: 0.018485 || Task Loss: 0.7471 || KD Loss: 0.4016|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1413|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:05:09 || Estimated Time: 1 day, 20:40:09
2023-07-13 17:10:00,749 semantic_segmentation INFO: Iters: 4200/50000 || Lr: 0.018482 || Task Loss: 0.6324 || KD Loss: 0.3433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1279|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:05:43 || Estimated Time: 1 day, 20:39:24
2023-07-13 17:10:34,837 semantic_segmentation INFO: Iters: 4210/50000 || Lr: 0.018478 || Task Loss: 0.7915 || KD Loss: 0.4191|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1272|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:06:17 || Estimated Time: 1 day, 20:38:38
2023-07-13 17:11:09,006 semantic_segmentation INFO: Iters: 4220/50000 || Lr: 0.018475 || Task Loss: 0.6252 || KD Loss: 0.3095|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1251|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:06:52 || Estimated Time: 1 day, 20:37:52
2023-07-13 17:11:43,205 semantic_segmentation INFO: Iters: 4230/50000 || Lr: 0.018471 || Task Loss: 0.6187 || KD Loss: 0.3785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1327|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:07:26 || Estimated Time: 1 day, 20:37:07
2023-07-13 17:12:17,416 semantic_segmentation INFO: Iters: 4240/50000 || Lr: 0.018467 || Task Loss: 0.4552 || KD Loss: 0.2497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1482|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:08:00 || Estimated Time: 1 day, 20:36:23
2023-07-13 17:12:51,655 semantic_segmentation INFO: Iters: 4250/50000 || Lr: 0.018464 || Task Loss: 0.5006 || KD Loss: 0.2772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1275|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:08:34 || Estimated Time: 1 day, 20:35:39
2023-07-13 17:13:25,997 semantic_segmentation INFO: Iters: 4260/50000 || Lr: 0.018460 || Task Loss: 0.5870 || KD Loss: 0.3065|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1326|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:09:08 || Estimated Time: 1 day, 20:34:55
2023-07-13 17:14:00,206 semantic_segmentation INFO: Iters: 4270/50000 || Lr: 0.018456 || Task Loss: 0.5151 || KD Loss: 0.2682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1247|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:09:43 || Estimated Time: 1 day, 20:34:11
2023-07-13 17:14:34,418 semantic_segmentation INFO: Iters: 4280/50000 || Lr: 0.018453 || Task Loss: 0.7829 || KD Loss: 0.4122|| 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: 4:10:17 || Estimated Time: 1 day, 20:33:27
2023-07-13 17:15:08,619 semantic_segmentation INFO: Iters: 4290/50000 || Lr: 0.018449 || Task Loss: 0.7409 || KD Loss: 0.3626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1508|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:10:51 || Estimated Time: 1 day, 20:32:42
2023-07-13 17:15:42,806 semantic_segmentation INFO: Iters: 4300/50000 || Lr: 0.018445 || Task Loss: 0.4932 || KD Loss: 0.2541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1260|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:11:25 || Estimated Time: 1 day, 20:31:57
2023-07-13 17:16:16,895 semantic_segmentation INFO: Iters: 4310/50000 || Lr: 0.018442 || Task Loss: 0.4365 || KD Loss: 0.2293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:11:59 || Estimated Time: 1 day, 20:31:12
2023-07-13 17:16:51,000 semantic_segmentation INFO: Iters: 4320/50000 || Lr: 0.018438 || Task Loss: 0.4695 || KD Loss: 0.2398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1350|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:12:34 || Estimated Time: 1 day, 20:30:26
2023-07-13 17:17:25,179 semantic_segmentation INFO: Iters: 4330/50000 || Lr: 0.018435 || Task Loss: 0.5336 || KD Loss: 0.2885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:13:08 || Estimated Time: 1 day, 20:29:42
2023-07-13 17:17:59,415 semantic_segmentation INFO: Iters: 4340/50000 || Lr: 0.018431 || Task Loss: 0.5757 || KD Loss: 0.2938|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1352|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:13:42 || Estimated Time: 1 day, 20:28:58
2023-07-13 17:18:33,612 semantic_segmentation INFO: Iters: 4350/50000 || Lr: 0.018427 || Task Loss: 1.0290 || KD Loss: 0.5416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1355|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:14:16 || Estimated Time: 1 day, 20:28:14
2023-07-13 17:19:07,715 semantic_segmentation INFO: Iters: 4360/50000 || Lr: 0.018424 || Task Loss: 0.6844 || KD Loss: 0.3555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1272|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 20:27:29
2023-07-13 17:19:41,810 semantic_segmentation INFO: Iters: 4370/50000 || Lr: 0.018420 || Task Loss: 0.7424 || KD Loss: 0.3934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1381|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:15:24 || Estimated Time: 1 day, 20:26:43
2023-07-13 17:20:15,862 semantic_segmentation INFO: Iters: 4380/50000 || Lr: 0.018416 || Task Loss: 0.6532 || KD Loss: 0.3056|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1346|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:15:58 || Estimated Time: 1 day, 20:25:58
2023-07-13 17:20:49,958 semantic_segmentation INFO: Iters: 4390/50000 || Lr: 0.018413 || Task Loss: 0.5315 || KD Loss: 0.2835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1437|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:16:32 || Estimated Time: 1 day, 20:25:13
2023-07-13 17:21:24,012 semantic_segmentation INFO: Iters: 4400/50000 || Lr: 0.018409 || Task Loss: 0.4803 || KD Loss: 0.2457|| 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: 4:17:07 || Estimated Time: 1 day, 20:24:27
2023-07-13 17:21:58,025 semantic_segmentation INFO: Iters: 4410/50000 || Lr: 0.018406 || Task Loss: 0.5143 || KD Loss: 0.2998|| 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: 4:17:41 || Estimated Time: 1 day, 20:23:42
2023-07-13 17:22:32,362 semantic_segmentation INFO: Iters: 4420/50000 || Lr: 0.018402 || Task Loss: 0.7094 || KD Loss: 0.4126|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1244|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:18:15 || Estimated Time: 1 day, 20:22:59
2023-07-13 17:23:06,603 semantic_segmentation INFO: Iters: 4430/50000 || Lr: 0.018398 || Task Loss: 0.7047 || KD Loss: 0.3509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1323|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:18:49 || Estimated Time: 1 day, 20:22:16
2023-07-13 17:23:40,852 semantic_segmentation INFO: Iters: 4440/50000 || Lr: 0.018395 || Task Loss: 0.4600 || KD Loss: 0.2142|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1359|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:19:23 || Estimated Time: 1 day, 20:21:32
2023-07-13 17:24:15,124 semantic_segmentation INFO: Iters: 4450/50000 || Lr: 0.018391 || Task Loss: 0.5888 || KD Loss: 0.3336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1391|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:19:58 || Estimated Time: 1 day, 20:20:49
2023-07-13 17:24:49,426 semantic_segmentation INFO: Iters: 4460/50000 || Lr: 0.018387 || Task Loss: 0.5956 || KD Loss: 0.3403|| 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: 4:20:32 || Estimated Time: 1 day, 20:20:06
2023-07-13 17:25:23,575 semantic_segmentation INFO: Iters: 4470/50000 || Lr: 0.018384 || Task Loss: 0.6990 || KD Loss: 0.3847|| 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: 4:21:06 || Estimated Time: 1 day, 20:19:22
2023-07-13 17:25:57,640 semantic_segmentation INFO: Iters: 4480/50000 || Lr: 0.018380 || Task Loss: 0.6729 || KD Loss: 0.3683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1464|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:21:40 || Estimated Time: 1 day, 20:18:37
2023-07-13 17:26:31,794 semantic_segmentation INFO: Iters: 4490/50000 || Lr: 0.018376 || Task Loss: 0.8019 || KD Loss: 0.4646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1308|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:22:14 || Estimated Time: 1 day, 20:17:53
2023-07-13 17:27:05,771 semantic_segmentation INFO: Iters: 4500/50000 || Lr: 0.018373 || Task Loss: 0.8594 || KD Loss: 0.4310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1404|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 20:17:08
2023-07-13 17:27:39,985 semantic_segmentation INFO: Iters: 4510/50000 || Lr: 0.018369 || Task Loss: 1.0416 || KD Loss: 0.6037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1360|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:23:22 || Estimated Time: 1 day, 20:16:24
2023-07-13 17:28:14,125 semantic_segmentation INFO: Iters: 4520/50000 || Lr: 0.018366 || Task Loss: 0.5276 || KD Loss: 0.2686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1359|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:23:57 || Estimated Time: 1 day, 20:15:40
2023-07-13 17:28:48,264 semantic_segmentation INFO: Iters: 4530/50000 || Lr: 0.018362 || Task Loss: 0.7512 || KD Loss: 0.3952|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1369|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:24:31 || Estimated Time: 1 day, 20:14:56
2023-07-13 17:29:22,450 semantic_segmentation INFO: Iters: 4540/50000 || Lr: 0.018358 || Task Loss: 0.6142 || KD Loss: 0.2988|| 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: 4:25:05 || Estimated Time: 1 day, 20:14:12
2023-07-13 17:29:56,641 semantic_segmentation INFO: Iters: 4550/50000 || Lr: 0.018355 || Task Loss: 0.4515 || KD Loss: 0.2343|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:25:39 || Estimated Time: 1 day, 20:13:29
2023-07-13 17:30:30,776 semantic_segmentation INFO: Iters: 4560/50000 || Lr: 0.018351 || Task Loss: 0.3986 || KD Loss: 0.1988|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:26:13 || Estimated Time: 1 day, 20:12:45
2023-07-13 17:31:04,840 semantic_segmentation INFO: Iters: 4570/50000 || Lr: 0.018347 || Task Loss: 0.6645 || KD Loss: 0.3350|| 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: 4:26:47 || Estimated Time: 1 day, 20:12:00
2023-07-13 17:31:38,973 semantic_segmentation INFO: Iters: 4580/50000 || Lr: 0.018344 || Task Loss: 0.6583 || KD Loss: 0.3161|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1272|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:27:21 || Estimated Time: 1 day, 20:11:17
2023-07-13 17:32:13,063 semantic_segmentation INFO: Iters: 4590/50000 || Lr: 0.018340 || Task Loss: 0.6610 || KD Loss: 0.3289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1383|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:27:56 || Estimated Time: 1 day, 20:10:32
2023-07-13 17:32:47,195 semantic_segmentation INFO: Iters: 4600/50000 || Lr: 0.018336 || Task Loss: 0.7555 || KD Loss: 0.4111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1394|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:28:30 || Estimated Time: 1 day, 20:09:49
2023-07-13 17:33:21,290 semantic_segmentation INFO: Iters: 4610/50000 || Lr: 0.018333 || Task Loss: 0.3698 || KD Loss: 0.2066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1343|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:29:04 || Estimated Time: 1 day, 20:09:04
2023-07-13 17:33:55,229 semantic_segmentation INFO: Iters: 4620/50000 || Lr: 0.018329 || Task Loss: 0.4991 || KD Loss: 0.2388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1367|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:29:38 || Estimated Time: 1 day, 20:08:19
2023-07-13 17:34:29,273 semantic_segmentation INFO: Iters: 4630/50000 || Lr: 0.018326 || Task Loss: 0.6864 || KD Loss: 0.3641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:30:12 || Estimated Time: 1 day, 20:07:34
2023-07-13 17:35:03,232 semantic_segmentation INFO: Iters: 4640/50000 || Lr: 0.018322 || Task Loss: 0.7021 || KD Loss: 0.4188|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:30:46 || Estimated Time: 1 day, 20:06:49
2023-07-13 17:35:37,409 semantic_segmentation INFO: Iters: 4650/50000 || Lr: 0.018318 || Task Loss: 0.4708 || KD Loss: 0.2801|| 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: 4:31:20 || Estimated Time: 1 day, 20:06:06
2023-07-13 17:36:11,519 semantic_segmentation INFO: Iters: 4660/50000 || Lr: 0.018315 || Task Loss: 0.7560 || KD Loss: 0.3658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1384|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:31:54 || Estimated Time: 1 day, 20:05:22
2023-07-13 17:36:45,773 semantic_segmentation INFO: Iters: 4670/50000 || Lr: 0.018311 || Task Loss: 0.6419 || KD Loss: 0.3274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1239|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:32:28 || Estimated Time: 1 day, 20:04:40
2023-07-13 17:37:20,050 semantic_segmentation INFO: Iters: 4680/50000 || Lr: 0.018307 || Task Loss: 0.7396 || KD Loss: 0.3548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1427|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:33:03 || Estimated Time: 1 day, 20:03:58
2023-07-13 17:37:54,284 semantic_segmentation INFO: Iters: 4690/50000 || Lr: 0.018304 || Task Loss: 0.5376 || KD Loss: 0.2736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1283|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:33:37 || Estimated Time: 1 day, 20:03:16
2023-07-13 17:38:28,644 semantic_segmentation INFO: Iters: 4700/50000 || Lr: 0.018300 || Task Loss: 0.5556 || KD Loss: 0.2905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1303|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:34:11 || Estimated Time: 1 day, 20:02:34
2023-07-13 17:39:02,894 semantic_segmentation INFO: Iters: 4710/50000 || Lr: 0.018296 || Task Loss: 0.7241 || KD Loss: 0.3726|| 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: 4:34:45 || Estimated Time: 1 day, 20:01:52
2023-07-13 17:39:37,089 semantic_segmentation INFO: Iters: 4720/50000 || Lr: 0.018293 || Task Loss: 0.4320 || KD Loss: 0.2122|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:35:20 || Estimated Time: 1 day, 20:01:09
2023-07-13 17:40:11,332 semantic_segmentation INFO: Iters: 4730/50000 || Lr: 0.018289 || Task Loss: 0.5400 || KD Loss: 0.2875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1260|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:35:54 || Estimated Time: 1 day, 20:00:27
2023-07-13 17:40:45,554 semantic_segmentation INFO: Iters: 4740/50000 || Lr: 0.018286 || Task Loss: 0.5488 || KD Loss: 0.3105|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1270|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:36:28 || Estimated Time: 1 day, 19:59:45
2023-07-13 17:41:19,700 semantic_segmentation INFO: Iters: 4750/50000 || Lr: 0.018282 || Task Loss: 0.8655 || KD Loss: 0.5258|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1347|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:37:02 || Estimated Time: 1 day, 19:59:01
2023-07-13 17:41:53,884 semantic_segmentation INFO: Iters: 4760/50000 || Lr: 0.018278 || Task Loss: 0.6673 || KD Loss: 0.3966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1257|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:37:36 || Estimated Time: 1 day, 19:58:19
2023-07-13 17:42:28,129 semantic_segmentation INFO: Iters: 4770/50000 || Lr: 0.018275 || Task Loss: 0.6618 || KD Loss: 0.3476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1272|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:38:11 || Estimated Time: 1 day, 19:57:37
2023-07-13 17:43:02,271 semantic_segmentation INFO: Iters: 4780/50000 || Lr: 0.018271 || Task Loss: 0.5684 || KD Loss: 0.3056|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1378|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:38:45 || Estimated Time: 1 day, 19:56:53
2023-07-13 17:43:36,468 semantic_segmentation INFO: Iters: 4790/50000 || Lr: 0.018267 || Task Loss: 0.7352 || KD Loss: 0.3761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1474|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:39:19 || Estimated Time: 1 day, 19:56:11
2023-07-13 17:44:10,874 semantic_segmentation INFO: Iters: 4800/50000 || Lr: 0.018264 || Task Loss: 0.7883 || KD Loss: 0.4102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1264|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:39:53 || Estimated Time: 1 day, 19:55:31
2023-07-13 17:44:10,945 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-13 17:44:11,484 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.759, mIoU: 0.231
2023-07-13 17:44:11,612 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.844, mIoU: 0.255
2023-07-13 17:44:11,740 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.840, mIoU: 0.229
2023-07-13 17:44:11,867 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.857, mIoU: 0.248
2023-07-13 17:44:11,993 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.865, mIoU: 0.252
2023-07-13 17:44:12,119 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.853, mIoU: 0.250
2023-07-13 17:44:12,242 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.852, mIoU: 0.258
2023-07-13 17:44:12,370 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.858, mIoU: 0.277
2023-07-13 17:44:12,498 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.862, mIoU: 0.281
2023-07-13 17:44:12,627 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.857, mIoU: 0.288
2023-07-13 17:44:12,756 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.861, mIoU: 0.293
2023-07-13 17:44:12,881 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.859, mIoU: 0.323
2023-07-13 17:44:13,006 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.862, mIoU: 0.328
2023-07-13 17:44:13,129 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.863, mIoU: 0.321
2023-07-13 17:44:13,252 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.861, mIoU: 0.325
2023-07-13 17:44:13,378 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.861, mIoU: 0.321
2023-07-13 17:44:13,503 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.861, mIoU: 0.316
2023-07-13 17:44:13,630 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.862, mIoU: 0.319
2023-07-13 17:44:13,757 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.859, mIoU: 0.317
2023-07-13 17:44:13,882 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.856, mIoU: 0.321
2023-07-13 17:44:14,008 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.858, mIoU: 0.328
2023-07-13 17:44:14,136 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.844, mIoU: 0.319
2023-07-13 17:44:14,264 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.845, mIoU: 0.320
2023-07-13 17:44:14,389 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.842, mIoU: 0.322
2023-07-13 17:44:14,508 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.837, mIoU: 0.322
2023-07-13 17:44:14,633 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.837, mIoU: 0.321
2023-07-13 17:44:14,763 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.836, mIoU: 0.322
2023-07-13 17:44:14,890 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.837, mIoU: 0.321
2023-07-13 17:44:15,015 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.834, mIoU: 0.318
2023-07-13 17:44:15,140 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.832, mIoU: 0.317
2023-07-13 17:44:15,267 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.832, mIoU: 0.319
2023-07-13 17:44:15,395 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.834, mIoU: 0.322
2023-07-13 17:44:15,522 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.836, mIoU: 0.325
2023-07-13 17:44:15,646 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.835, mIoU: 0.323
2023-07-13 17:44:15,771 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.836, mIoU: 0.326
2023-07-13 17:44:15,894 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.836, mIoU: 0.325
2023-07-13 17:44:16,014 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.837, mIoU: 0.326
2023-07-13 17:44:16,130 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.834, mIoU: 0.324
2023-07-13 17:44:16,259 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.834, mIoU: 0.324
2023-07-13 17:44:16,391 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.836, mIoU: 0.326
2023-07-13 17:44:16,519 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.837, mIoU: 0.325
2023-07-13 17:44:16,647 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.839, mIoU: 0.325
2023-07-13 17:44:16,769 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.839, mIoU: 0.324
2023-07-13 17:44:16,895 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.840, mIoU: 0.324
2023-07-13 17:44:17,022 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.841, mIoU: 0.326
2023-07-13 17:44:17,149 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.842, mIoU: 0.326
2023-07-13 17:44:17,277 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.844, mIoU: 0.327
2023-07-13 17:44:17,409 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.845, mIoU: 0.326
2023-07-13 17:44:17,535 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.846, mIoU: 0.327
2023-07-13 17:44:17,662 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.845, mIoU: 0.326
2023-07-13 17:44:17,786 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.844, mIoU: 0.326
2023-07-13 17:44:17,908 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.840, mIoU: 0.323
2023-07-13 17:44:18,032 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.839, mIoU: 0.320
2023-07-13 17:44:18,157 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.838, mIoU: 0.317
2023-07-13 17:44:18,280 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.838, mIoU: 0.317
2023-07-13 17:44:18,398 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.838, mIoU: 0.316
2023-07-13 17:44:18,524 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.839, mIoU: 0.319
2023-07-13 17:44:18,656 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.840, mIoU: 0.321
2023-07-13 17:44:18,784 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.840, mIoU: 0.323
2023-07-13 17:44:18,913 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.841, mIoU: 0.323
2023-07-13 17:44:19,040 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.839, mIoU: 0.323
2023-07-13 17:44:19,170 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.838, mIoU: 0.324
2023-07-13 17:44:19,300 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.838, mIoU: 0.323
2023-07-13 17:44:19,425 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.838, mIoU: 0.326
2023-07-13 17:44:19,548 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.836, mIoU: 0.327
2023-07-13 17:44:19,670 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.836, mIoU: 0.326
2023-07-13 17:44:19,791 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.834, mIoU: 0.324
2023-07-13 17:44:19,910 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.833, mIoU: 0.323
2023-07-13 17:44:20,027 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.833, mIoU: 0.323
2023-07-13 17:44:20,158 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.835, mIoU: 0.323
2023-07-13 17:44:20,294 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.835, mIoU: 0.323
2023-07-13 17:44:20,421 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.836, mIoU: 0.323
2023-07-13 17:44:20,550 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.836, mIoU: 0.323
2023-07-13 17:44:20,676 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.837, mIoU: 0.322
2023-07-13 17:44:20,805 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.835, mIoU: 0.320
2023-07-13 17:44:20,935 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.835, mIoU: 0.320
2023-07-13 17:44:21,060 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.835, mIoU: 0.321
2023-07-13 17:44:21,183 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.836, mIoU: 0.321
2023-07-13 17:44:21,305 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.834, mIoU: 0.320
2023-07-13 17:44:21,426 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.833, mIoU: 0.321
2023-07-13 17:44:21,545 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.832, mIoU: 0.322
2023-07-13 17:44:21,662 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.832, mIoU: 0.323
2023-07-13 17:44:21,790 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.832, mIoU: 0.323
2023-07-13 17:44:21,922 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.831, mIoU: 0.322
2023-07-13 17:44:22,051 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.828, mIoU: 0.322
2023-07-13 17:44:22,177 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.828, mIoU: 0.322
2023-07-13 17:44:22,298 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.828, mIoU: 0.322
2023-07-13 17:44:22,425 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.828, mIoU: 0.322
2023-07-13 17:44:22,552 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.829, mIoU: 0.323
2023-07-13 17:44:22,679 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.829, mIoU: 0.322
2023-07-13 17:44:22,808 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.829, mIoU: 0.323
2023-07-13 17:44:22,938 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.829, mIoU: 0.329
2023-07-13 17:44:23,067 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.829, mIoU: 0.329
2023-07-13 17:44:23,194 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.828, mIoU: 0.328
2023-07-13 17:44:23,319 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.829, mIoU: 0.329
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2023-07-13 17:44:23,568 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.829, mIoU: 0.328
2023-07-13 17:44:23,692 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.829, mIoU: 0.328
2023-07-13 17:44:23,819 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.828, mIoU: 0.329
2023-07-13 17:44:23,949 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.827, mIoU: 0.329
2023-07-13 17:44:24,073 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.824, mIoU: 0.328
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2023-07-13 17:44:25,605 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.825, mIoU: 0.327
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2023-07-13 17:44:25,858 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.826, mIoU: 0.328
2023-07-13 17:44:25,983 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.826, mIoU: 0.328
2023-07-13 17:44:26,108 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.826, mIoU: 0.327
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2023-07-13 17:44:26,852 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.825, mIoU: 0.326
2023-07-13 17:44:26,981 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.825, mIoU: 0.326
2023-07-13 17:44:27,108 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.824, mIoU: 0.326
2023-07-13 17:44:27,237 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.824, mIoU: 0.327
2023-07-13 17:44:27,363 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.824, mIoU: 0.328
2023-07-13 17:44:27,490 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.825, mIoU: 0.328
2023-07-13 17:44:27,613 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.825, mIoU: 0.328
2023-07-13 17:44:27,740 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.826, mIoU: 0.329
2023-07-13 17:44:27,869 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.825, mIoU: 0.327
2023-07-13 17:44:27,995 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.826, mIoU: 0.328
2023-07-13 17:44:28,121 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.826, mIoU: 0.327
2023-07-13 17:44:28,245 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.827, mIoU: 0.328
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2023-07-13 17:44:29,001 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.827, mIoU: 0.330
2023-07-13 17:44:29,120 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.826, mIoU: 0.329
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2023-07-13 17:44:30,652 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.828, mIoU: 0.331
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2023-07-13 17:44:30,935 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.828, mIoU: 0.330
2023-07-13 17:44:31,074 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.828, mIoU: 0.330
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2023-07-13 17:44:32,017 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.829, mIoU: 0.329
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2023-07-13 17:44:32,787 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.830, mIoU: 0.330
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2023-07-13 17:44:33,043 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.830, mIoU: 0.330
2023-07-13 17:44:33,177 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.831, mIoU: 0.331
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2023-07-13 17:44:33,822 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.832, mIoU: 0.331
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2023-07-13 17:44:40,124 semantic_segmentation INFO: Sample: 225, Validation pixAcc: 0.838, mIoU: 0.335
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2023-07-13 17:44:42,521 semantic_segmentation INFO: Sample: 244, Validation pixAcc: 0.839, mIoU: 0.336
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2023-07-13 17:44:43,271 semantic_segmentation INFO: Sample: 250, Validation pixAcc: 0.840, mIoU: 0.337
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2023-07-13 17:44:52,105 semantic_segmentation INFO: Sample: 320, Validation pixAcc: 0.835, mIoU: 0.328
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2023-07-13 17:45:04,865 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.853, mIoU: 0.348
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2023-07-13 17:45:05,116 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.853, mIoU: 0.348
2023-07-13 17:45:05,247 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.853, mIoU: 0.348
2023-07-13 17:45:05,381 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.853, mIoU: 0.348
2023-07-13 17:45:05,509 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.853, mIoU: 0.348
2023-07-13 17:45:05,634 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.854, mIoU: 0.348
2023-07-13 17:45:05,760 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.854, mIoU: 0.349
2023-07-13 17:45:05,884 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.854, mIoU: 0.348
2023-07-13 17:45:06,011 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.854, mIoU: 0.349
2023-07-13 17:45:06,140 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.854, mIoU: 0.349
2023-07-13 17:45:06,273 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.854, mIoU: 0.349
2023-07-13 17:45:06,405 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.855, mIoU: 0.349
2023-07-13 17:45:06,534 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.855, mIoU: 0.349
2023-07-13 17:45:06,659 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.855, mIoU: 0.349
2023-07-13 17:45:06,784 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.855, mIoU: 0.349
2023-07-13 17:45:06,906 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.855, mIoU: 0.349
2023-07-13 17:45:07,027 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.856, mIoU: 0.350
2023-07-13 17:45:07,145 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.856, mIoU: 0.350
2023-07-13 17:45:07,277 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.856, mIoU: 0.350
2023-07-13 17:45:07,413 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.856, mIoU: 0.350
2023-07-13 17:45:07,544 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.856, mIoU: 0.350
2023-07-13 17:45:07,670 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.856, mIoU: 0.350
2023-07-13 17:45:07,796 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.856, mIoU: 0.350
2023-07-13 17:45:07,918 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.856, mIoU: 0.350
2023-07-13 17:45:08,038 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.857, mIoU: 0.350
2023-07-13 17:45:08,156 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.857, mIoU: 0.350
2023-07-13 17:45:08,286 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.857, mIoU: 0.350
2023-07-13 17:45:08,423 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.857, mIoU: 0.350
2023-07-13 17:45:08,554 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.857, mIoU: 0.350
2023-07-13 17:45:08,685 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.857, mIoU: 0.350
2023-07-13 17:45:08,813 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.858, mIoU: 0.350
2023-07-13 17:45:08,947 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.858, mIoU: 0.350
2023-07-13 17:45:09,078 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.857, mIoU: 0.350
2023-07-13 17:45:09,205 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.858, mIoU: 0.350
2023-07-13 17:45:09,334 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:09,466 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:09,596 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:09,720 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:09,845 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:09,964 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:10,084 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:10,202 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.858, mIoU: 0.353
2023-07-13 17:45:10,333 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:10,466 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.858, mIoU: 0.353
2023-07-13 17:45:10,594 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:10,723 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:10,850 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:10,982 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:11,115 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:11,243 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:11,367 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:11,489 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:11,611 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:11,730 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:11,845 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:11,976 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:12,112 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:12,243 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:12,372 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:12,503 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:12,633 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:12,764 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:12,886 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:13,016 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.859, mIoU: 0.352
2023-07-13 17:45:13,147 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.859, mIoU: 0.352
2023-07-13 17:45:13,275 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.858, mIoU: 0.352
2023-07-13 17:45:13,401 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.858, mIoU: 0.353
2023-07-13 17:45:13,529 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.859, mIoU: 0.353
2023-07-13 17:45:13,653 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.859, mIoU: 0.353
2023-07-13 17:45:13,774 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.859, mIoU: 0.353
2023-07-13 17:45:13,893 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.859, mIoU: 0.353
2023-07-13 17:45:14,025 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.859, mIoU: 0.353
2023-07-13 17:45:14,161 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.859, mIoU: 0.353
2023-07-13 17:45:14,291 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.859, mIoU: 0.353
2023-07-13 17:45:14,421 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.859, mIoU: 0.354
2023-07-13 17:45:14,551 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.859, mIoU: 0.354
2023-07-13 17:45:14,684 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.859, mIoU: 0.353
2023-07-13 17:45:14,814 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.859, mIoU: 0.354
2023-07-13 17:45:14,941 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.860, mIoU: 0.354
2023-07-13 17:45:15,068 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.860, mIoU: 0.354
2023-07-13 17:45:49,849 semantic_segmentation INFO: Iters: 4810/50000 || Lr: 0.018260 || Task Loss: 0.7026 || KD Loss: 0.3580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:41:32 || Estimated Time: 1 day, 20:04:57
2023-07-13 17:46:24,205 semantic_segmentation INFO: Iters: 4820/50000 || Lr: 0.018256 || Task Loss: 0.4879 || KD Loss: 0.2574|| 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: 4:42:07 || Estimated Time: 1 day, 20:04:15
2023-07-13 17:46:58,452 semantic_segmentation INFO: Iters: 4830/50000 || Lr: 0.018253 || Task Loss: 0.6210 || KD Loss: 0.3061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1398|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:42:41 || Estimated Time: 1 day, 20:03:32
2023-07-13 17:47:32,790 semantic_segmentation INFO: Iters: 4840/50000 || Lr: 0.018249 || Task Loss: 0.4562 || KD Loss: 0.2092|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1412|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:43:15 || Estimated Time: 1 day, 20:02:49
2023-07-13 17:48:07,036 semantic_segmentation INFO: Iters: 4850/50000 || Lr: 0.018246 || Task Loss: 0.6210 || KD Loss: 0.3217|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1384|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:43:50 || Estimated Time: 1 day, 20:02:06
2023-07-13 17:48:41,240 semantic_segmentation INFO: Iters: 4860/50000 || Lr: 0.018242 || Task Loss: 0.4029 || KD Loss: 0.2091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1368|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:44:24 || Estimated Time: 1 day, 20:01:22
2023-07-13 17:49:15,458 semantic_segmentation INFO: Iters: 4870/50000 || Lr: 0.018238 || Task Loss: 0.7583 || KD Loss: 0.3715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1246|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:44:58 || Estimated Time: 1 day, 20:00:39
2023-07-13 17:49:49,635 semantic_segmentation INFO: Iters: 4880/50000 || Lr: 0.018235 || Task Loss: 0.5592 || KD Loss: 0.3318|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:45:32 || Estimated Time: 1 day, 19:59:55
2023-07-13 17:50:23,831 semantic_segmentation INFO: Iters: 4890/50000 || Lr: 0.018231 || Task Loss: 0.4774 || KD Loss: 0.2407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1317|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 19:59:12
2023-07-13 17:50:57,934 semantic_segmentation INFO: Iters: 4900/50000 || Lr: 0.018227 || Task Loss: 0.7312 || KD Loss: 0.3758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1427|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:46:40 || Estimated Time: 1 day, 19:58:28
2023-07-13 17:51:32,035 semantic_segmentation INFO: Iters: 4910/50000 || Lr: 0.018224 || Task Loss: 0.6774 || KD Loss: 0.3629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1337|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:47:15 || Estimated Time: 1 day, 19:57:43
2023-07-13 17:52:06,132 semantic_segmentation INFO: Iters: 4920/50000 || Lr: 0.018220 || Task Loss: 0.3952 || KD Loss: 0.2148|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1277|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:47:49 || Estimated Time: 1 day, 19:56:59
2023-07-13 17:52:40,173 semantic_segmentation INFO: Iters: 4930/50000 || Lr: 0.018216 || Task Loss: 0.4724 || KD Loss: 0.2757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1263|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:48:23 || Estimated Time: 1 day, 19:56:14
2023-07-13 17:53:14,252 semantic_segmentation INFO: Iters: 4940/50000 || Lr: 0.018213 || Task Loss: 0.7723 || KD Loss: 0.3954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1281|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:48:57 || Estimated Time: 1 day, 19:55:30
2023-07-13 17:53:48,339 semantic_segmentation INFO: Iters: 4950/50000 || Lr: 0.018209 || Task Loss: 0.5506 || KD Loss: 0.2679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1409|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:49:31 || Estimated Time: 1 day, 19:54:45
2023-07-13 17:54:22,425 semantic_segmentation INFO: Iters: 4960/50000 || Lr: 0.018206 || Task Loss: 1.2905 || KD Loss: 0.7134|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1393|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:50:05 || Estimated Time: 1 day, 19:54:02
2023-07-13 17:54:56,642 semantic_segmentation INFO: Iters: 4970/50000 || Lr: 0.018202 || Task Loss: 0.6034 || KD Loss: 0.3036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1346|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:50:39 || Estimated Time: 1 day, 19:53:19
2023-07-13 17:55:30,968 semantic_segmentation INFO: Iters: 4980/50000 || Lr: 0.018198 || Task Loss: 0.4426 || KD Loss: 0.2148|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1332|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:51:13 || Estimated Time: 1 day, 19:52:36
2023-07-13 17:56:05,269 semantic_segmentation INFO: Iters: 4990/50000 || Lr: 0.018195 || Task Loss: 0.6110 || KD Loss: 0.2948|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:51:48 || Estimated Time: 1 day, 19:51:54
2023-07-13 17:56:39,610 semantic_segmentation INFO: Iters: 5000/50000 || Lr: 0.018191 || Task Loss: 0.7821 || KD Loss: 0.4470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:52:22 || Estimated Time: 1 day, 19:51:12
2023-07-13 17:57:13,841 semantic_segmentation INFO: Iters: 5010/50000 || Lr: 0.018187 || Task Loss: 0.4732 || KD Loss: 0.2602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:52:56 || Estimated Time: 1 day, 19:50:30
2023-07-13 17:57:48,114 semantic_segmentation INFO: Iters: 5020/50000 || Lr: 0.018184 || Task Loss: 0.6161 || KD Loss: 0.3273|| 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: 4:53:31 || Estimated Time: 1 day, 19:49:47
2023-07-13 17:58:22,376 semantic_segmentation INFO: Iters: 5030/50000 || Lr: 0.018180 || Task Loss: 0.6863 || KD Loss: 0.3701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:54:05 || Estimated Time: 1 day, 19:49:05
2023-07-13 17:58:56,578 semantic_segmentation INFO: Iters: 5040/50000 || Lr: 0.018176 || Task Loss: 0.5076 || KD Loss: 0.2678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1301|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:54:39 || Estimated Time: 1 day, 19:48:22
2023-07-13 17:59:30,761 semantic_segmentation INFO: Iters: 5050/50000 || Lr: 0.018173 || Task Loss: 0.5018 || KD Loss: 0.2533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:55:13 || Estimated Time: 1 day, 19:47:39
2023-07-13 18:00:04,952 semantic_segmentation INFO: Iters: 5060/50000 || Lr: 0.018169 || Task Loss: 0.4839 || KD Loss: 0.2774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:55:47 || Estimated Time: 1 day, 19:46:56
2023-07-13 18:00:39,111 semantic_segmentation INFO: Iters: 5070/50000 || Lr: 0.018166 || Task Loss: 0.5362 || KD Loss: 0.2582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1358|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:56:22 || Estimated Time: 1 day, 19:46:13
2023-07-13 18:01:13,250 semantic_segmentation INFO: Iters: 5080/50000 || Lr: 0.018162 || Task Loss: 0.6050 || KD Loss: 0.3255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1281|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:56:56 || Estimated Time: 1 day, 19:45:30
2023-07-13 18:01:47,435 semantic_segmentation INFO: Iters: 5090/50000 || Lr: 0.018158 || Task Loss: 0.6687 || KD Loss: 0.3155|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1339|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:57:30 || Estimated Time: 1 day, 19:44:47
2023-07-13 18:02:21,650 semantic_segmentation INFO: Iters: 5100/50000 || Lr: 0.018155 || Task Loss: 0.7959 || KD Loss: 0.4050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1306|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:58:04 || Estimated Time: 1 day, 19:44:04
2023-07-13 18:02:55,987 semantic_segmentation INFO: Iters: 5110/50000 || Lr: 0.018151 || Task Loss: 0.5578 || KD Loss: 0.2651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1394|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:58:38 || Estimated Time: 1 day, 19:43:23
2023-07-13 18:03:30,269 semantic_segmentation INFO: Iters: 5120/50000 || Lr: 0.018147 || Task Loss: 0.5303 || KD Loss: 0.2604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1256|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:59:13 || Estimated Time: 1 day, 19:42:41
2023-07-13 18:04:04,625 semantic_segmentation INFO: Iters: 5130/50000 || Lr: 0.018144 || Task Loss: 0.4969 || KD Loss: 0.2542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1256|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 4:59:47 || Estimated Time: 1 day, 19:41:59
2023-07-13 18:04:39,118 semantic_segmentation INFO: Iters: 5140/50000 || Lr: 0.018140 || Task Loss: 0.4039 || KD Loss: 0.2183|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1513|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 19:41:20
2023-07-13 18:05:13,559 semantic_segmentation INFO: Iters: 5150/50000 || Lr: 0.018136 || Task Loss: 0.6035 || KD Loss: 0.3227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1231|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:00:56 || Estimated Time: 1 day, 19:40:39
2023-07-13 18:05:47,886 semantic_segmentation INFO: Iters: 5160/50000 || Lr: 0.018133 || Task Loss: 0.5853 || KD Loss: 0.3445|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:01:30 || Estimated Time: 1 day, 19:39:58
2023-07-13 18:06:22,196 semantic_segmentation INFO: Iters: 5170/50000 || Lr: 0.018129 || Task Loss: 0.6972 || KD Loss: 0.3663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1304|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:02:05 || Estimated Time: 1 day, 19:39:16
2023-07-13 18:06:56,399 semantic_segmentation INFO: Iters: 5180/50000 || Lr: 0.018126 || Task Loss: 0.5543 || KD Loss: 0.2903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1267|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:02:39 || Estimated Time: 1 day, 19:38:34
2023-07-13 18:07:30,583 semantic_segmentation INFO: Iters: 5190/50000 || Lr: 0.018122 || Task Loss: 0.7497 || KD Loss: 0.4438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1295|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:03:13 || Estimated Time: 1 day, 19:37:51
2023-07-13 18:08:04,663 semantic_segmentation INFO: Iters: 5200/50000 || Lr: 0.018118 || Task Loss: 0.5484 || KD Loss: 0.2571|| 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: 5:03:47 || Estimated Time: 1 day, 19:37:08
2023-07-13 18:08:38,787 semantic_segmentation INFO: Iters: 5210/50000 || Lr: 0.018115 || Task Loss: 0.8958 || KD Loss: 0.5218|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:04:21 || Estimated Time: 1 day, 19:36:25
2023-07-13 18:09:12,943 semantic_segmentation INFO: Iters: 5220/50000 || Lr: 0.018111 || Task Loss: 0.4089 || KD Loss: 0.1985|| 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: 5:04:55 || Estimated Time: 1 day, 19:35:42
2023-07-13 18:09:46,974 semantic_segmentation INFO: Iters: 5230/50000 || Lr: 0.018107 || Task Loss: 0.5653 || KD Loss: 0.3054|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1251|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:05:29 || Estimated Time: 1 day, 19:34:58
2023-07-13 18:10:21,072 semantic_segmentation INFO: Iters: 5240/50000 || Lr: 0.018104 || Task Loss: 0.5423 || KD Loss: 0.2961|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1233|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:06:04 || Estimated Time: 1 day, 19:34:15
2023-07-13 18:10:55,215 semantic_segmentation INFO: Iters: 5250/50000 || Lr: 0.018100 || Task Loss: 0.8293 || KD Loss: 0.4776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1345|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:06:38 || Estimated Time: 1 day, 19:33:33
2023-07-13 18:11:29,304 semantic_segmentation INFO: Iters: 5260/50000 || Lr: 0.018096 || Task Loss: 0.5918 || KD Loss: 0.3060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:07:12 || Estimated Time: 1 day, 19:32:49
2023-07-13 18:12:03,559 semantic_segmentation INFO: Iters: 5270/50000 || Lr: 0.018093 || Task Loss: 0.5539 || KD Loss: 0.2971|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:07:46 || Estimated Time: 1 day, 19:32:08
2023-07-13 18:12:37,934 semantic_segmentation INFO: Iters: 5280/50000 || Lr: 0.018089 || Task Loss: 0.4816 || KD Loss: 0.2320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1322|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:08:20 || Estimated Time: 1 day, 19:31:27
2023-07-13 18:13:12,348 semantic_segmentation INFO: Iters: 5290/50000 || Lr: 0.018085 || Task Loss: 0.7615 || KD Loss: 0.4064|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1287|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:08:55 || Estimated Time: 1 day, 19:30:47
2023-07-13 18:13:46,919 semantic_segmentation INFO: Iters: 5300/50000 || Lr: 0.018082 || Task Loss: 0.6959 || KD Loss: 0.3475|| 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: 5:09:29 || Estimated Time: 1 day, 19:30:07
2023-07-13 18:14:21,473 semantic_segmentation INFO: Iters: 5310/50000 || Lr: 0.018078 || Task Loss: 0.6589 || KD Loss: 0.3793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1339|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:10:04 || Estimated Time: 1 day, 19:29:28
2023-07-13 18:14:55,926 semantic_segmentation INFO: Iters: 5320/50000 || Lr: 0.018075 || Task Loss: 0.7927 || KD Loss: 0.3971|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1347|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:10:38 || Estimated Time: 1 day, 19:28:48
2023-07-13 18:15:30,355 semantic_segmentation INFO: Iters: 5330/50000 || Lr: 0.018071 || Task Loss: 0.5729 || KD Loss: 0.2991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1297|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:11:13 || Estimated Time: 1 day, 19:28:08
2023-07-13 18:16:04,733 semantic_segmentation INFO: Iters: 5340/50000 || Lr: 0.018067 || Task Loss: 0.7813 || KD Loss: 0.4223|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1248|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:11:47 || Estimated Time: 1 day, 19:27:28
2023-07-13 18:16:38,993 semantic_segmentation INFO: Iters: 5350/50000 || Lr: 0.018064 || Task Loss: 0.6774 || KD Loss: 0.3459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1252|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:12:21 || Estimated Time: 1 day, 19:26:47
2023-07-13 18:17:13,322 semantic_segmentation INFO: Iters: 5360/50000 || Lr: 0.018060 || Task Loss: 0.5548 || KD Loss: 0.2952|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1286|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:12:56 || Estimated Time: 1 day, 19:26:06
2023-07-13 18:17:47,543 semantic_segmentation INFO: Iters: 5370/50000 || Lr: 0.018056 || Task Loss: 0.8375 || KD Loss: 0.4231|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:13:30 || Estimated Time: 1 day, 19:25:24
2023-07-13 18:18:21,795 semantic_segmentation INFO: Iters: 5380/50000 || Lr: 0.018053 || Task Loss: 0.6081 || KD Loss: 0.2899|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1233|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:14:04 || Estimated Time: 1 day, 19:24:43
2023-07-13 18:18:56,106 semantic_segmentation INFO: Iters: 5390/50000 || Lr: 0.018049 || Task Loss: 0.8834 || KD Loss: 0.4695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1390|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:14:39 || Estimated Time: 1 day, 19:24:01
2023-07-13 18:19:30,254 semantic_segmentation INFO: Iters: 5400/50000 || Lr: 0.018045 || Task Loss: 0.6300 || KD Loss: 0.3312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1351|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:15:13 || Estimated Time: 1 day, 19:23:19
2023-07-13 18:20:04,405 semantic_segmentation INFO: Iters: 5410/50000 || Lr: 0.018042 || Task Loss: 0.6594 || KD Loss: 0.3603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1350|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:15:47 || Estimated Time: 1 day, 19:22:37
2023-07-13 18:20:38,595 semantic_segmentation INFO: Iters: 5420/50000 || Lr: 0.018038 || Task Loss: 0.6271 || KD Loss: 0.3579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:16:21 || Estimated Time: 1 day, 19:21:56
2023-07-13 18:21:12,837 semantic_segmentation INFO: Iters: 5430/50000 || Lr: 0.018035 || Task Loss: 0.4888 || KD Loss: 0.2697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1390|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:16:55 || Estimated Time: 1 day, 19:21:14
2023-07-13 18:21:47,163 semantic_segmentation INFO: Iters: 5440/50000 || Lr: 0.018031 || Task Loss: 0.4313 || KD Loss: 0.2322|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1256|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:17:30 || Estimated Time: 1 day, 19:20:33
2023-07-13 18:22:21,435 semantic_segmentation INFO: Iters: 5450/50000 || Lr: 0.018027 || Task Loss: 0.6730 || KD Loss: 0.3298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1437|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:18:04 || Estimated Time: 1 day, 19:19:52
2023-07-13 18:22:55,865 semantic_segmentation INFO: Iters: 5460/50000 || Lr: 0.018024 || Task Loss: 0.4716 || KD Loss: 0.2325|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:18:38 || Estimated Time: 1 day, 19:19:12
2023-07-13 18:23:30,196 semantic_segmentation INFO: Iters: 5470/50000 || Lr: 0.018020 || Task Loss: 0.4889 || KD Loss: 0.2414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1253|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:19:13 || Estimated Time: 1 day, 19:18:32
2023-07-13 18:24:04,571 semantic_segmentation INFO: Iters: 5480/50000 || Lr: 0.018016 || Task Loss: 0.4435 || KD Loss: 0.2383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:19:47 || Estimated Time: 1 day, 19:17:51
2023-07-13 18:24:38,949 semantic_segmentation INFO: Iters: 5490/50000 || Lr: 0.018013 || Task Loss: 0.6813 || KD Loss: 0.3120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1320|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:20:21 || Estimated Time: 1 day, 19:17:11
2023-07-13 18:25:13,214 semantic_segmentation INFO: Iters: 5500/50000 || Lr: 0.018009 || Task Loss: 0.6317 || KD Loss: 0.3008|| 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: 5:20:56 || Estimated Time: 1 day, 19:16:30
2023-07-13 18:25:47,522 semantic_segmentation INFO: Iters: 5510/50000 || Lr: 0.018005 || Task Loss: 0.8216 || KD Loss: 0.4650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1336|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:21:30 || Estimated Time: 1 day, 19:15:50
2023-07-13 18:26:21,792 semantic_segmentation INFO: Iters: 5520/50000 || Lr: 0.018002 || Task Loss: 0.4041 || KD Loss: 0.1950|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:22:04 || Estimated Time: 1 day, 19:15:09
2023-07-13 18:26:56,038 semantic_segmentation INFO: Iters: 5530/50000 || Lr: 0.017998 || Task Loss: 0.5564 || KD Loss: 0.2872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1316|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:22:39 || Estimated Time: 1 day, 19:14:27
2023-07-13 18:27:30,338 semantic_segmentation INFO: Iters: 5540/50000 || Lr: 0.017994 || Task Loss: 0.5589 || KD Loss: 0.2513|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1299|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:23:13 || Estimated Time: 1 day, 19:13:47
2023-07-13 18:28:04,616 semantic_segmentation INFO: Iters: 5550/50000 || Lr: 0.017991 || Task Loss: 0.5461 || KD Loss: 0.2858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:23:47 || Estimated Time: 1 day, 19:13:06
2023-07-13 18:28:38,932 semantic_segmentation INFO: Iters: 5560/50000 || Lr: 0.017987 || Task Loss: 0.6635 || KD Loss: 0.3524|| 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: 5:24:21 || Estimated Time: 1 day, 19:12:26
2023-07-13 18:29:13,171 semantic_segmentation INFO: Iters: 5570/50000 || Lr: 0.017984 || Task Loss: 0.3926 || KD Loss: 0.2023|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:24:56 || Estimated Time: 1 day, 19:11:44
2023-07-13 18:29:47,350 semantic_segmentation INFO: Iters: 5580/50000 || Lr: 0.017980 || Task Loss: 0.5481 || KD Loss: 0.2825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:25:30 || Estimated Time: 1 day, 19:11:03
2023-07-13 18:30:21,602 semantic_segmentation INFO: Iters: 5590/50000 || Lr: 0.017976 || Task Loss: 0.7317 || KD Loss: 0.3302|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1234|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:26:04 || Estimated Time: 1 day, 19:10:22
2023-07-13 18:30:55,956 semantic_segmentation INFO: Iters: 5600/50000 || Lr: 0.017973 || Task Loss: 0.5248 || KD Loss: 0.2592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1395|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:26:38 || Estimated Time: 1 day, 19:09:42
2023-07-13 18:30:56,026 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-13 18:30:56,617 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.867, mIoU: 0.284
2023-07-13 18:30:56,746 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.903, mIoU: 0.297
2023-07-13 18:30:56,869 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.902, mIoU: 0.288
2023-07-13 18:30:56,991 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.909, mIoU: 0.297
2023-07-13 18:30:57,121 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.909, mIoU: 0.295
2023-07-13 18:30:57,254 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.899, mIoU: 0.288
2023-07-13 18:30:57,380 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.899, mIoU: 0.295
2023-07-13 18:30:57,505 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.900, mIoU: 0.305
2023-07-13 18:30:57,626 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.900, mIoU: 0.302
2023-07-13 18:30:57,749 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.896, mIoU: 0.322
2023-07-13 18:30:57,872 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.895, mIoU: 0.318
2023-07-13 18:30:57,994 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.891, mIoU: 0.350
2023-07-13 18:30:58,113 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.892, mIoU: 0.359
2023-07-13 18:30:58,230 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.893, mIoU: 0.353
2023-07-13 18:30:58,359 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.892, mIoU: 0.355
2023-07-13 18:30:58,492 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.891, mIoU: 0.351
2023-07-13 18:30:58,618 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.889, mIoU: 0.346
2023-07-13 18:30:58,747 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.889, mIoU: 0.347
2023-07-13 18:30:58,879 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.887, mIoU: 0.348
2023-07-13 18:30:59,004 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.888, mIoU: 0.357
2023-07-13 18:30:59,129 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.889, mIoU: 0.363
2023-07-13 18:30:59,252 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.880, mIoU: 0.357
2023-07-13 18:30:59,376 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.880, mIoU: 0.357
2023-07-13 18:30:59,505 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.879, mIoU: 0.359
2023-07-13 18:30:59,632 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.876, mIoU: 0.366
2023-07-13 18:30:59,758 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.876, mIoU: 0.368
2023-07-13 18:30:59,884 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.875, mIoU: 0.368
2023-07-13 18:31:00,009 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.875, mIoU: 0.366
2023-07-13 18:31:00,133 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.873, mIoU: 0.365
2023-07-13 18:31:00,256 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.871, mIoU: 0.364
2023-07-13 18:31:00,381 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.871, mIoU: 0.367
2023-07-13 18:31:00,506 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.872, mIoU: 0.370
2023-07-13 18:31:00,633 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.874, mIoU: 0.372
2023-07-13 18:31:00,761 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.872, mIoU: 0.370
2023-07-13 18:31:00,887 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.873, mIoU: 0.373
2023-07-13 18:31:01,013 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.872, mIoU: 0.372
2023-07-13 18:31:01,141 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.872, mIoU: 0.371
2023-07-13 18:31:01,270 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.871, mIoU: 0.370
2023-07-13 18:31:01,397 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.870, mIoU: 0.373
2023-07-13 18:31:01,518 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.871, mIoU: 0.374
2023-07-13 18:31:01,642 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.872, mIoU: 0.373
2023-07-13 18:31:01,768 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.873, mIoU: 0.373
2023-07-13 18:31:01,893 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.874, mIoU: 0.373
2023-07-13 18:31:02,017 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.874, mIoU: 0.373
2023-07-13 18:31:02,138 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.875, mIoU: 0.374
2023-07-13 18:31:02,265 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.876, mIoU: 0.374
2023-07-13 18:31:02,395 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.878, mIoU: 0.374
2023-07-13 18:31:02,524 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.879, mIoU: 0.374
2023-07-13 18:31:02,649 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.879, mIoU: 0.375
2023-07-13 18:31:02,775 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.879, mIoU: 0.375
2023-07-13 18:31:02,899 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.878, mIoU: 0.374
2023-07-13 18:31:03,020 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.877, mIoU: 0.375
2023-07-13 18:31:03,137 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.876, mIoU: 0.374
2023-07-13 18:31:03,258 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.876, mIoU: 0.374
2023-07-13 18:31:03,380 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.874, mIoU: 0.373
2023-07-13 18:31:03,510 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.874, mIoU: 0.372
2023-07-13 18:31:03,641 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.875, mIoU: 0.374
2023-07-13 18:31:03,768 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.875, mIoU: 0.378
2023-07-13 18:31:03,890 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.875, mIoU: 0.380
2023-07-13 18:31:04,013 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.875, mIoU: 0.380
2023-07-13 18:31:04,134 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.873, mIoU: 0.379
2023-07-13 18:31:04,253 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.873, mIoU: 0.379
2023-07-13 18:31:04,371 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.872, mIoU: 0.378
2023-07-13 18:31:04,498 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.872, mIoU: 0.381
2023-07-13 18:31:04,631 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.871, mIoU: 0.382
2023-07-13 18:31:04,759 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.871, mIoU: 0.382
2023-07-13 18:31:04,887 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.869, mIoU: 0.379
2023-07-13 18:31:05,017 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.869, mIoU: 0.378
2023-07-13 18:31:05,144 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.869, mIoU: 0.377
2023-07-13 18:31:05,271 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.869, mIoU: 0.377
2023-07-13 18:31:05,397 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.870, mIoU: 0.377
2023-07-13 18:31:05,521 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.870, mIoU: 0.377
2023-07-13 18:31:05,649 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.870, mIoU: 0.376
2023-07-13 18:31:05,777 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.871, mIoU: 0.376
2023-07-13 18:31:05,900 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.870, mIoU: 0.376
2023-07-13 18:31:06,020 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.870, mIoU: 0.376
2023-07-13 18:31:06,147 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.870, mIoU: 0.376
2023-07-13 18:31:06,277 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.870, mIoU: 0.376
2023-07-13 18:31:06,404 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.869, mIoU: 0.375
2023-07-13 18:31:06,534 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.869, mIoU: 0.376
2023-07-13 18:31:06,667 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.868, mIoU: 0.377
2023-07-13 18:31:06,792 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.868, mIoU: 0.377
2023-07-13 18:31:06,919 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.867, mIoU: 0.377
2023-07-13 18:31:07,043 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.866, mIoU: 0.375
2023-07-13 18:31:07,165 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.864, mIoU: 0.375
2023-07-13 18:31:07,289 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.863, mIoU: 0.374
2023-07-13 18:31:07,412 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.862, mIoU: 0.374
2023-07-13 18:31:07,533 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.863, mIoU: 0.375
2023-07-13 18:31:07,650 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.863, mIoU: 0.376
2023-07-13 18:31:07,779 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.864, mIoU: 0.376
2023-07-13 18:31:07,913 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.864, mIoU: 0.377
2023-07-13 18:31:08,040 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.863, mIoU: 0.380
2023-07-13 18:31:08,170 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.863, mIoU: 0.380
2023-07-13 18:31:08,300 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.864, mIoU: 0.380
2023-07-13 18:31:08,428 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.865, mIoU: 0.381
2023-07-13 18:31:08,555 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.865, mIoU: 0.381
2023-07-13 18:31:08,682 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.865, mIoU: 0.380
2023-07-13 18:31:08,807 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.865, mIoU: 0.380
2023-07-13 18:31:08,932 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.864, mIoU: 0.380
2023-07-13 18:31:09,057 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.863, mIoU: 0.379
2023-07-13 18:31:09,178 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.860, mIoU: 0.378
2023-07-13 18:31:09,295 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.860, mIoU: 0.378
2023-07-13 18:31:09,423 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.860, mIoU: 0.377
2023-07-13 18:31:09,556 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.861, mIoU: 0.378
2023-07-13 18:31:09,686 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.861, mIoU: 0.378
2023-07-13 18:31:09,813 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.862, mIoU: 0.378
2023-07-13 18:31:09,943 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.862, mIoU: 0.378
2023-07-13 18:31:10,071 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.863, mIoU: 0.379
2023-07-13 18:31:10,198 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.863, mIoU: 0.379
2023-07-13 18:31:10,320 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.862, mIoU: 0.379
2023-07-13 18:31:10,447 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.861, mIoU: 0.378
2023-07-13 18:31:10,574 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.861, mIoU: 0.377
2023-07-13 18:31:10,700 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.861, mIoU: 0.377
2023-07-13 18:31:10,822 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.862, mIoU: 0.377
2023-07-13 18:31:10,941 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.862, mIoU: 0.377
2023-07-13 18:31:11,069 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.862, mIoU: 0.377
2023-07-13 18:31:11,198 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.862, mIoU: 0.377
2023-07-13 18:31:11,327 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.862, mIoU: 0.376
2023-07-13 18:31:11,453 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.862, mIoU: 0.377
2023-07-13 18:31:11,583 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.862, mIoU: 0.377
2023-07-13 18:31:11,712 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.862, mIoU: 0.378
2023-07-13 18:31:11,839 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.862, mIoU: 0.377
2023-07-13 18:31:11,968 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.862, mIoU: 0.377
2023-07-13 18:31:12,092 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.862, mIoU: 0.376
2023-07-13 18:31:12,218 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.862, mIoU: 0.375
2023-07-13 18:31:12,344 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.861, mIoU: 0.376
2023-07-13 18:31:12,472 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.861, mIoU: 0.376
2023-07-13 18:31:12,607 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.861, mIoU: 0.376
2023-07-13 18:31:12,735 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.861, mIoU: 0.376
2023-07-13 18:31:12,862 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.862, mIoU: 0.376
2023-07-13 18:31:12,987 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.862, mIoU: 0.375
2023-07-13 18:31:13,110 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.863, mIoU: 0.375
2023-07-13 18:31:13,233 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.863, mIoU: 0.375
2023-07-13 18:31:13,354 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.864, mIoU: 0.375
2023-07-13 18:31:13,472 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.864, mIoU: 0.375
2023-07-13 18:31:13,590 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.864, mIoU: 0.375
2023-07-13 18:31:13,719 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.864, mIoU: 0.375
2023-07-13 18:31:13,851 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.864, mIoU: 0.374
2023-07-13 18:31:13,980 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.863, mIoU: 0.375
2023-07-13 18:31:14,110 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.864, mIoU: 0.377
2023-07-13 18:31:14,243 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.862, mIoU: 0.376
2023-07-13 18:31:14,370 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.863, mIoU: 0.376
2023-07-13 18:31:14,498 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.863, mIoU: 0.376
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2023-07-13 18:31:39,653 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.871, mIoU: 0.370
2023-07-13 18:31:39,783 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.871, mIoU: 0.370
2023-07-13 18:31:39,913 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.871, mIoU: 0.371
2023-07-13 18:31:40,047 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.872, mIoU: 0.371
2023-07-13 18:31:40,177 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.872, mIoU: 0.371
2023-07-13 18:31:40,308 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.872, mIoU: 0.371
2023-07-13 18:31:40,436 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.872, mIoU: 0.372
2023-07-13 18:31:40,561 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.872, mIoU: 0.372
2023-07-13 18:31:40,684 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.873, mIoU: 0.372
2023-07-13 18:31:40,807 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.873, mIoU: 0.372
2023-07-13 18:31:40,929 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.873, mIoU: 0.372
2023-07-13 18:31:41,051 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.873, mIoU: 0.371
2023-07-13 18:31:41,182 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.873, mIoU: 0.372
2023-07-13 18:31:41,315 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.873, mIoU: 0.372
2023-07-13 18:31:41,445 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.873, mIoU: 0.372
2023-07-13 18:31:41,572 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.873, mIoU: 0.372
2023-07-13 18:31:41,699 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.873, mIoU: 0.372
2023-07-13 18:31:41,825 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.874, mIoU: 0.372
2023-07-13 18:31:41,952 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.874, mIoU: 0.373
2023-07-13 18:31:42,080 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.874, mIoU: 0.373
2023-07-13 18:31:42,207 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.874, mIoU: 0.373
2023-07-13 18:31:42,333 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.874, mIoU: 0.373
2023-07-13 18:31:42,459 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.874, mIoU: 0.373
2023-07-13 18:31:42,588 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.874, mIoU: 0.372
2023-07-13 18:31:42,720 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.874, mIoU: 0.372
2023-07-13 18:31:42,851 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.874, mIoU: 0.373
2023-07-13 18:31:42,982 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.874, mIoU: 0.374
2023-07-13 18:31:43,110 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.875, mIoU: 0.375
2023-07-13 18:31:43,239 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.875, mIoU: 0.375
2023-07-13 18:31:43,370 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.875, mIoU: 0.375
2023-07-13 18:31:43,497 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.875, mIoU: 0.375
2023-07-13 18:31:43,621 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.875, mIoU: 0.375
2023-07-13 18:31:43,745 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.875, mIoU: 0.375
2023-07-13 18:31:43,868 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.875, mIoU: 0.375
2023-07-13 18:31:43,990 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.875, mIoU: 0.375
2023-07-13 18:31:44,113 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.875, mIoU: 0.375
2023-07-13 18:31:44,240 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.876, mIoU: 0.376
2023-07-13 18:31:44,372 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.876, mIoU: 0.376
2023-07-13 18:31:44,500 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.876, mIoU: 0.376
2023-07-13 18:31:44,629 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.876, mIoU: 0.376
2023-07-13 18:31:44,758 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.876, mIoU: 0.376
2023-07-13 18:31:44,892 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.876, mIoU: 0.376
2023-07-13 18:31:45,023 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.876, mIoU: 0.376
2023-07-13 18:31:45,151 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.876, mIoU: 0.376
2023-07-13 18:31:45,278 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.876, mIoU: 0.376
2023-07-13 18:31:45,406 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.876, mIoU: 0.376
2023-07-13 18:31:45,534 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.877, mIoU: 0.376
2023-07-13 18:31:45,662 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.877, mIoU: 0.377
2023-07-13 18:31:45,792 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.877, mIoU: 0.377
2023-07-13 18:31:45,920 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.877, mIoU: 0.378
2023-07-13 18:31:46,046 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.877, mIoU: 0.378
2023-07-13 18:31:46,166 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.877, mIoU: 0.378
2023-07-13 18:31:46,293 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.877, mIoU: 0.378
2023-07-13 18:31:46,424 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.878, mIoU: 0.378
2023-07-13 18:31:46,554 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.878, mIoU: 0.378
2023-07-13 18:31:46,681 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.878, mIoU: 0.378
2023-07-13 18:31:46,812 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.878, mIoU: 0.378
2023-07-13 18:31:46,943 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.878, mIoU: 0.378
2023-07-13 18:31:47,073 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.878, mIoU: 0.378
2023-07-13 18:31:47,199 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.878, mIoU: 0.378
2023-07-13 18:31:47,327 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.879, mIoU: 0.378
2023-07-13 18:31:47,456 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.879, mIoU: 0.378
2023-07-13 18:31:47,582 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.879, mIoU: 0.378
2023-07-13 18:31:47,710 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.879, mIoU: 0.378
2023-07-13 18:31:47,841 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.879, mIoU: 0.378
2023-07-13 18:31:47,971 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.879, mIoU: 0.378
2023-07-13 18:31:48,097 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.879, mIoU: 0.379
2023-07-13 18:31:48,218 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.880, mIoU: 0.379
2023-07-13 18:31:48,349 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.880, mIoU: 0.379
2023-07-13 18:31:48,483 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.880, mIoU: 0.379
2023-07-13 18:31:48,611 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.880, mIoU: 0.379
2023-07-13 18:31:48,735 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.880, mIoU: 0.379
2023-07-13 18:31:48,858 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.880, mIoU: 0.380
2023-07-13 18:31:48,985 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.880, mIoU: 0.380
2023-07-13 18:31:49,109 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.880, mIoU: 0.380
2023-07-13 18:31:49,227 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.880, mIoU: 0.380
2023-07-13 18:31:49,359 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.881, mIoU: 0.380
2023-07-13 18:31:49,495 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.881, mIoU: 0.380
2023-07-13 18:31:49,624 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.881, mIoU: 0.380
2023-07-13 18:31:49,752 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.881, mIoU: 0.380
2023-07-13 18:31:49,882 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.881, mIoU: 0.381
2023-07-13 18:31:50,013 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.881, mIoU: 0.381
2023-07-13 18:31:50,142 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.881, mIoU: 0.381
2023-07-13 18:31:50,265 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.881, mIoU: 0.381
2023-07-13 18:31:50,393 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.882, mIoU: 0.381
2023-07-13 18:31:50,520 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.882, mIoU: 0.381
2023-07-13 18:31:50,646 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.882, mIoU: 0.381
2023-07-13 18:31:50,774 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.882, mIoU: 0.381
2023-07-13 18:31:50,906 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.882, mIoU: 0.381
2023-07-13 18:31:51,035 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.882, mIoU: 0.381
2023-07-13 18:31:51,166 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.882, mIoU: 0.381
2023-07-13 18:31:51,294 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.882, mIoU: 0.381
2023-07-13 18:31:51,422 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.883, mIoU: 0.381
2023-07-13 18:31:51,549 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.883, mIoU: 0.381
2023-07-13 18:31:51,674 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.883, mIoU: 0.381
2023-07-13 18:31:51,800 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.883, mIoU: 0.382
2023-07-13 18:31:51,928 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.883, mIoU: 0.382
2023-07-13 18:31:52,061 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.883, mIoU: 0.382
2023-07-13 18:31:52,193 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.883, mIoU: 0.382
2023-07-13 18:31:52,321 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.883, mIoU: 0.382
2023-07-13 18:31:52,448 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.884, mIoU: 0.382
2023-07-13 18:31:52,577 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.884, mIoU: 0.382
2023-07-13 18:31:52,705 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.884, mIoU: 0.382
2023-07-13 18:31:52,831 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.884, mIoU: 0.382
2023-07-13 18:31:52,958 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.884, mIoU: 0.382
2023-07-13 18:31:53,082 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.884, mIoU: 0.382
2023-07-13 18:31:53,203 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.884, mIoU: 0.383
2023-07-13 18:31:53,322 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.885, mIoU: 0.383
2023-07-13 18:31:53,455 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.885, mIoU: 0.383
2023-07-13 18:31:53,590 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.885, mIoU: 0.383
2023-07-13 18:31:53,719 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.885, mIoU: 0.383
2023-07-13 18:31:53,849 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.885, mIoU: 0.383
2023-07-13 18:31:53,977 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.885, mIoU: 0.383
2023-07-13 18:31:54,110 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.885, mIoU: 0.384
2023-07-13 18:31:54,241 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.885, mIoU: 0.384
2023-07-13 18:31:54,367 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.885, mIoU: 0.385
2023-07-13 18:31:54,494 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.885, mIoU: 0.385
2023-07-13 18:31:54,622 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.885, mIoU: 0.384
2023-07-13 18:31:54,747 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.885, mIoU: 0.385
2023-07-13 18:31:54,874 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.885, mIoU: 0.385
2023-07-13 18:31:55,004 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.886, mIoU: 0.386
2023-07-13 18:31:55,132 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.886, mIoU: 0.385
2023-07-13 18:31:55,258 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.886, mIoU: 0.386
2023-07-13 18:31:55,380 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.886, mIoU: 0.385
2023-07-13 18:31:55,506 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.885, mIoU: 0.385
2023-07-13 18:31:55,633 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.885, mIoU: 0.384
2023-07-13 18:31:55,759 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.885, mIoU: 0.384
2023-07-13 18:31:55,883 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.885, mIoU: 0.384
2023-07-13 18:31:56,004 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.885, mIoU: 0.384
2023-07-13 18:31:56,135 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.885, mIoU: 0.384
2023-07-13 18:31:56,269 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.884, mIoU: 0.384
2023-07-13 18:31:56,398 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.884, mIoU: 0.383
2023-07-13 18:31:56,521 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.884, mIoU: 0.383
2023-07-13 18:31:56,640 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.885, mIoU: 0.383
2023-07-13 18:31:56,761 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.885, mIoU: 0.383
2023-07-13 18:31:56,881 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.885, mIoU: 0.383
2023-07-13 18:31:56,999 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.885, mIoU: 0.383
2023-07-13 18:31:57,128 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.885, mIoU: 0.384
2023-07-13 18:31:57,262 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.885, mIoU: 0.384
2023-07-13 18:31:57,393 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.885, mIoU: 0.384
2023-07-13 18:31:57,524 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.885, mIoU: 0.384
2023-07-13 18:31:57,656 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.885, mIoU: 0.383
2023-07-13 18:31:57,786 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.885, mIoU: 0.384
2023-07-13 18:31:57,915 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.885, mIoU: 0.384
2023-07-13 18:31:58,042 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.885, mIoU: 0.384
2023-07-13 18:31:58,165 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.885, mIoU: 0.384
2023-07-13 18:31:58,289 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.885, mIoU: 0.384
2023-07-13 18:31:58,409 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.885, mIoU: 0.384
2023-07-13 18:31:58,528 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.885, mIoU: 0.384
2023-07-13 18:31:58,646 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.885, mIoU: 0.384
2023-07-13 18:31:58,776 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.886, mIoU: 0.385
2023-07-13 18:31:58,909 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.886, mIoU: 0.385
2023-07-13 18:31:59,038 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.885, mIoU: 0.385
2023-07-13 18:31:59,169 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.886, mIoU: 0.385
2023-07-13 18:31:59,304 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.886, mIoU: 0.385
2023-07-13 18:31:59,432 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.886, mIoU: 0.385
2023-07-13 18:31:59,559 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.886, mIoU: 0.385
2023-07-13 18:31:59,682 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.886, mIoU: 0.385
2023-07-13 18:31:59,806 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.886, mIoU: 0.385
2023-07-13 18:32:34,585 semantic_segmentation INFO: Iters: 5610/50000 || Lr: 0.017969 || Task Loss: 0.5960 || KD Loss: 0.3039|| 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: 5:28:17 || Estimated Time: 1 day, 19:17:31
2023-07-13 18:33:08,968 semantic_segmentation INFO: Iters: 5620/50000 || Lr: 0.017965 || Task Loss: 0.5334 || KD Loss: 0.2616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1305|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:28:51 || Estimated Time: 1 day, 19:16:50
2023-07-13 18:33:43,557 semantic_segmentation INFO: Iters: 5630/50000 || Lr: 0.017962 || Task Loss: 0.8210 || KD Loss: 0.4517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:29:26 || Estimated Time: 1 day, 19:16:10
2023-07-13 18:34:17,964 semantic_segmentation INFO: Iters: 5640/50000 || Lr: 0.017958 || Task Loss: 0.4504 || KD Loss: 0.2382|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:30:00 || Estimated Time: 1 day, 19:15:30
2023-07-13 18:34:52,351 semantic_segmentation INFO: Iters: 5650/50000 || Lr: 0.017954 || Task Loss: 0.5305 || KD Loss: 0.2842|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:30:35 || Estimated Time: 1 day, 19:14:49
2023-07-13 18:35:26,587 semantic_segmentation INFO: Iters: 5660/50000 || Lr: 0.017951 || Task Loss: 0.7613 || KD Loss: 0.4416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1333|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:31:09 || Estimated Time: 1 day, 19:14:07
2023-07-13 18:36:00,916 semantic_segmentation INFO: Iters: 5670/50000 || Lr: 0.017947 || Task Loss: 0.4705 || KD Loss: 0.2259|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:31:43 || Estimated Time: 1 day, 19:13:26
2023-07-13 18:36:35,197 semantic_segmentation INFO: Iters: 5680/50000 || Lr: 0.017943 || Task Loss: 0.5382 || KD Loss: 0.3465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 19:12:44
2023-07-13 18:37:09,413 semantic_segmentation INFO: Iters: 5690/50000 || Lr: 0.017940 || Task Loss: 0.4478 || KD Loss: 0.2643|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1328|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:32:52 || Estimated Time: 1 day, 19:12:03
2023-07-13 18:37:43,611 semantic_segmentation INFO: Iters: 5700/50000 || Lr: 0.017936 || Task Loss: 0.7198 || KD Loss: 0.3909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1280|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:33:26 || Estimated Time: 1 day, 19:11:21
2023-07-13 18:38:17,932 semantic_segmentation INFO: Iters: 5710/50000 || Lr: 0.017933 || Task Loss: 0.4545 || KD Loss: 0.2231|| 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: 5:34:00 || Estimated Time: 1 day, 19:10:39
2023-07-13 18:38:52,110 semantic_segmentation INFO: Iters: 5720/50000 || Lr: 0.017929 || Task Loss: 0.5797 || KD Loss: 0.3414|| 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: 5:34:35 || Estimated Time: 1 day, 19:09:57
2023-07-13 18:39:26,209 semantic_segmentation INFO: Iters: 5730/50000 || Lr: 0.017925 || Task Loss: 0.6363 || KD Loss: 0.3197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1283|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:35:09 || Estimated Time: 1 day, 19:09:15
2023-07-13 18:40:00,462 semantic_segmentation INFO: Iters: 5740/50000 || Lr: 0.017922 || Task Loss: 0.4720 || KD Loss: 0.2257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1297|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:35:43 || Estimated Time: 1 day, 19:08:33
2023-07-13 18:40:34,579 semantic_segmentation INFO: Iters: 5750/50000 || Lr: 0.017918 || Task Loss: 0.4033 || KD Loss: 0.2312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1247|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:36:17 || Estimated Time: 1 day, 19:07:50
2023-07-13 18:41:08,626 semantic_segmentation INFO: Iters: 5760/50000 || Lr: 0.017914 || Task Loss: 0.4895 || KD Loss: 0.2510|| 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: 5:36:51 || Estimated Time: 1 day, 19:07:07
2023-07-13 18:41:42,710 semantic_segmentation INFO: Iters: 5770/50000 || Lr: 0.017911 || Task Loss: 0.7184 || KD Loss: 0.3565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:37:25 || Estimated Time: 1 day, 19:06:24
2023-07-13 18:42:16,846 semantic_segmentation INFO: Iters: 5780/50000 || Lr: 0.017907 || Task Loss: 0.6231 || KD Loss: 0.2969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:37:59 || Estimated Time: 1 day, 19:05:42
2023-07-13 18:42:51,015 semantic_segmentation INFO: Iters: 5790/50000 || Lr: 0.017903 || Task Loss: 0.4702 || KD Loss: 0.2159|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:38:34 || Estimated Time: 1 day, 19:05:00
2023-07-13 18:43:25,367 semantic_segmentation INFO: Iters: 5800/50000 || Lr: 0.017900 || Task Loss: 0.4155 || KD Loss: 0.2239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 19:04:19
2023-07-13 18:43:59,699 semantic_segmentation INFO: Iters: 5810/50000 || Lr: 0.017896 || Task Loss: 0.8371 || KD Loss: 0.3537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:39:42 || Estimated Time: 1 day, 19:03:38
2023-07-13 18:44:34,039 semantic_segmentation INFO: Iters: 5820/50000 || Lr: 0.017892 || Task Loss: 0.5088 || KD Loss: 0.2554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1362|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:40:17 || Estimated Time: 1 day, 19:02:58
2023-07-13 18:45:08,568 semantic_segmentation INFO: Iters: 5830/50000 || Lr: 0.017889 || Task Loss: 0.7063 || KD Loss: 0.3404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:40:51 || Estimated Time: 1 day, 19:02:18
2023-07-13 18:45:42,961 semantic_segmentation INFO: Iters: 5840/50000 || Lr: 0.017885 || Task Loss: 0.8118 || KD Loss: 0.3738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1306|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:41:25 || Estimated Time: 1 day, 19:01:38
2023-07-13 18:46:17,410 semantic_segmentation INFO: Iters: 5850/50000 || Lr: 0.017881 || Task Loss: 0.7210 || KD Loss: 0.3414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1297|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:42:00 || Estimated Time: 1 day, 19:00:58
2023-07-13 18:46:51,683 semantic_segmentation INFO: Iters: 5860/50000 || Lr: 0.017878 || Task Loss: 0.8631 || KD Loss: 0.5502|| 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: 5:42:34 || Estimated Time: 1 day, 19:00:18
2023-07-13 18:47:26,056 semantic_segmentation INFO: Iters: 5870/50000 || Lr: 0.017874 || Task Loss: 0.5880 || KD Loss: 0.3067|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1383|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:43:09 || Estimated Time: 1 day, 18:59:37
2023-07-13 18:48:00,588 semantic_segmentation INFO: Iters: 5880/50000 || Lr: 0.017871 || Task Loss: 0.6603 || KD Loss: 0.3421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1384|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:43:43 || Estimated Time: 1 day, 18:58:58
2023-07-13 18:48:34,835 semantic_segmentation INFO: Iters: 5890/50000 || Lr: 0.017867 || Task Loss: 0.7239 || KD Loss: 0.3804|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1276|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:44:17 || Estimated Time: 1 day, 18:58:16
2023-07-13 18:49:09,049 semantic_segmentation INFO: Iters: 5900/50000 || Lr: 0.017863 || Task Loss: 0.4041 || KD Loss: 0.1903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1220|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:44:52 || Estimated Time: 1 day, 18:57:35
2023-07-13 18:49:43,323 semantic_segmentation INFO: Iters: 5910/50000 || Lr: 0.017860 || Task Loss: 0.5659 || KD Loss: 0.2705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:45:26 || Estimated Time: 1 day, 18:56:54
2023-07-13 18:50:17,491 semantic_segmentation INFO: Iters: 5920/50000 || Lr: 0.017856 || Task Loss: 0.6117 || KD Loss: 0.3471|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 18:56:12
2023-07-13 18:50:51,804 semantic_segmentation INFO: Iters: 5930/50000 || Lr: 0.017852 || Task Loss: 0.5100 || KD Loss: 0.2458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1293|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:46:34 || Estimated Time: 1 day, 18:55:31
2023-07-13 18:51:26,041 semantic_segmentation INFO: Iters: 5940/50000 || Lr: 0.017849 || Task Loss: 0.6187 || KD Loss: 0.3710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1509|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:47:09 || Estimated Time: 1 day, 18:54:50
2023-07-13 18:52:00,232 semantic_segmentation INFO: Iters: 5950/50000 || Lr: 0.017845 || Task Loss: 0.6269 || KD Loss: 0.3233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:47:43 || Estimated Time: 1 day, 18:54:09
2023-07-13 18:52:34,493 semantic_segmentation INFO: Iters: 5960/50000 || Lr: 0.017841 || Task Loss: 0.3776 || KD Loss: 0.1850|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1288|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:48:17 || Estimated Time: 1 day, 18:53:28
2023-07-13 18:53:08,877 semantic_segmentation INFO: Iters: 5970/50000 || Lr: 0.017838 || Task Loss: 0.4946 || KD Loss: 0.2329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1347|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:48:51 || Estimated Time: 1 day, 18:52:48
2023-07-13 18:53:43,298 semantic_segmentation INFO: Iters: 5980/50000 || Lr: 0.017834 || Task Loss: 0.7095 || KD Loss: 0.4107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1443|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 18:52:08
2023-07-13 18:54:17,818 semantic_segmentation INFO: Iters: 5990/50000 || Lr: 0.017830 || Task Loss: 0.4549 || KD Loss: 0.2180|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1284|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:50:00 || Estimated Time: 1 day, 18:51:29
2023-07-13 18:54:52,278 semantic_segmentation INFO: Iters: 6000/50000 || Lr: 0.017827 || Task Loss: 0.3616 || KD Loss: 0.1833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:50:35 || Estimated Time: 1 day, 18:50:49
2023-07-13 18:55:26,677 semantic_segmentation INFO: Iters: 6010/50000 || Lr: 0.017823 || Task Loss: 0.5792 || KD Loss: 0.2737|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:51:09 || Estimated Time: 1 day, 18:50:10
2023-07-13 18:56:01,110 semantic_segmentation INFO: Iters: 6020/50000 || Lr: 0.017820 || Task Loss: 0.5050 || KD Loss: 0.2511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:51:44 || Estimated Time: 1 day, 18:49:30
2023-07-13 18:56:35,300 semantic_segmentation INFO: Iters: 6030/50000 || Lr: 0.017816 || Task Loss: 0.7529 || KD Loss: 0.4416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:52:18 || Estimated Time: 1 day, 18:48:49
2023-07-13 18:57:09,648 semantic_segmentation INFO: Iters: 6040/50000 || Lr: 0.017812 || Task Loss: 0.6964 || KD Loss: 0.3299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1349|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 18:48:08
2023-07-13 18:57:43,914 semantic_segmentation INFO: Iters: 6050/50000 || Lr: 0.017809 || Task Loss: 0.7860 || KD Loss: 0.5136|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1306|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:53:26 || Estimated Time: 1 day, 18:47:28
2023-07-13 18:58:18,120 semantic_segmentation INFO: Iters: 6060/50000 || Lr: 0.017805 || Task Loss: 0.7089 || KD Loss: 0.3621|| 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: 5:54:01 || Estimated Time: 1 day, 18:46:47
2023-07-13 18:58:52,335 semantic_segmentation INFO: Iters: 6070/50000 || Lr: 0.017801 || Task Loss: 0.5387 || KD Loss: 0.2746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1303|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:54:35 || Estimated Time: 1 day, 18:46:06
2023-07-13 18:59:26,756 semantic_segmentation INFO: Iters: 6080/50000 || Lr: 0.017798 || Task Loss: 0.5782 || KD Loss: 0.2836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1301|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:55:09 || Estimated Time: 1 day, 18:45:26
2023-07-13 19:00:00,966 semantic_segmentation INFO: Iters: 6090/50000 || Lr: 0.017794 || Task Loss: 0.5183 || KD Loss: 0.2822|| 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: 5:55:43 || Estimated Time: 1 day, 18:44:45
2023-07-13 19:00:35,242 semantic_segmentation INFO: Iters: 6100/50000 || Lr: 0.017790 || Task Loss: 0.6086 || KD Loss: 0.3167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1266|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:56:18 || Estimated Time: 1 day, 18:44:04
2023-07-13 19:01:09,564 semantic_segmentation INFO: Iters: 6110/50000 || Lr: 0.017787 || Task Loss: 0.6167 || KD Loss: 0.2818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:56:52 || Estimated Time: 1 day, 18:43:24
2023-07-13 19:01:43,944 semantic_segmentation INFO: Iters: 6120/50000 || Lr: 0.017783 || Task Loss: 0.7306 || KD Loss: 0.3366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1346|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:57:26 || Estimated Time: 1 day, 18:42:44
2023-07-13 19:02:18,391 semantic_segmentation INFO: Iters: 6130/50000 || Lr: 0.017779 || Task Loss: 0.5584 || KD Loss: 0.2979|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:58:01 || Estimated Time: 1 day, 18:42:05
2023-07-13 19:02:52,899 semantic_segmentation INFO: Iters: 6140/50000 || Lr: 0.017776 || Task Loss: 0.5784 || KD Loss: 0.3235|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:58:35 || Estimated Time: 1 day, 18:41:26
2023-07-13 19:03:27,372 semantic_segmentation INFO: Iters: 6150/50000 || Lr: 0.017772 || Task Loss: 0.7097 || KD Loss: 0.3760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1377|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:59:10 || Estimated Time: 1 day, 18:40:47
2023-07-13 19:04:01,912 semantic_segmentation INFO: Iters: 6160/50000 || Lr: 0.017768 || Task Loss: 0.4396 || KD Loss: 0.2260|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1233|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 5:59:44 || Estimated Time: 1 day, 18:40:08
2023-07-13 19:04:36,373 semantic_segmentation INFO: Iters: 6170/50000 || Lr: 0.017765 || Task Loss: 0.4320 || KD Loss: 0.1918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1212|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:00:19 || Estimated Time: 1 day, 18:39:29
2023-07-13 19:05:10,805 semantic_segmentation INFO: Iters: 6180/50000 || Lr: 0.017761 || Task Loss: 0.5369 || KD Loss: 0.2712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1355|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:00:53 || Estimated Time: 1 day, 18:38:50
2023-07-13 19:05:45,179 semantic_segmentation INFO: Iters: 6190/50000 || Lr: 0.017758 || Task Loss: 0.3908 || KD Loss: 0.2003|| 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: 6:01:28 || Estimated Time: 1 day, 18:38:10
2023-07-13 19:06:19,574 semantic_segmentation INFO: Iters: 6200/50000 || Lr: 0.017754 || Task Loss: 0.6388 || KD Loss: 0.4051|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:02:02 || Estimated Time: 1 day, 18:37:31
2023-07-13 19:06:53,806 semantic_segmentation INFO: Iters: 6210/50000 || Lr: 0.017750 || Task Loss: 0.8040 || KD Loss: 0.4778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:02:36 || Estimated Time: 1 day, 18:36:50
2023-07-13 19:07:28,096 semantic_segmentation INFO: Iters: 6220/50000 || Lr: 0.017747 || Task Loss: 0.4441 || KD Loss: 0.2199|| 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: 6:03:11 || Estimated Time: 1 day, 18:36:10
2023-07-13 19:08:02,389 semantic_segmentation INFO: Iters: 6230/50000 || Lr: 0.017743 || Task Loss: 0.8955 || KD Loss: 0.5377|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:03:45 || Estimated Time: 1 day, 18:35:29
2023-07-13 19:08:36,631 semantic_segmentation INFO: Iters: 6240/50000 || Lr: 0.017739 || Task Loss: 0.4661 || KD Loss: 0.2553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1317|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:04:19 || Estimated Time: 1 day, 18:34:49
2023-07-13 19:09:10,849 semantic_segmentation INFO: Iters: 6250/50000 || Lr: 0.017736 || Task Loss: 0.4726 || KD Loss: 0.2181|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1486|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:04:53 || Estimated Time: 1 day, 18:34:08
2023-07-13 19:09:45,028 semantic_segmentation INFO: Iters: 6260/50000 || Lr: 0.017732 || Task Loss: 0.7745 || KD Loss: 0.4236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1233|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:05:28 || Estimated Time: 1 day, 18:33:28
2023-07-13 19:10:19,201 semantic_segmentation INFO: Iters: 6270/50000 || Lr: 0.017728 || Task Loss: 0.6060 || KD Loss: 0.3292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:06:02 || Estimated Time: 1 day, 18:32:46
2023-07-13 19:10:53,399 semantic_segmentation INFO: Iters: 6280/50000 || Lr: 0.017725 || Task Loss: 0.4884 || KD Loss: 0.2469|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1267|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:06:36 || Estimated Time: 1 day, 18:32:05
2023-07-13 19:11:27,592 semantic_segmentation INFO: Iters: 6290/50000 || Lr: 0.017721 || Task Loss: 0.5765 || KD Loss: 0.3031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1347|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:07:10 || Estimated Time: 1 day, 18:31:25
2023-07-13 19:12:01,765 semantic_segmentation INFO: Iters: 6300/50000 || Lr: 0.017717 || Task Loss: 0.7466 || KD Loss: 0.4165|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1272|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:07:44 || Estimated Time: 1 day, 18:30:44
2023-07-13 19:12:36,034 semantic_segmentation INFO: Iters: 6310/50000 || Lr: 0.017714 || Task Loss: 0.5144 || KD Loss: 0.2568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:08:19 || Estimated Time: 1 day, 18:30:03
2023-07-13 19:13:10,393 semantic_segmentation INFO: Iters: 6320/50000 || Lr: 0.017710 || Task Loss: 0.6546 || KD Loss: 0.3254|| 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: 6:08:53 || Estimated Time: 1 day, 18:29:24
2023-07-13 19:13:44,759 semantic_segmentation INFO: Iters: 6330/50000 || Lr: 0.017706 || Task Loss: 0.5545 || KD Loss: 0.2730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1291|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 18:28:44
2023-07-13 19:14:19,220 semantic_segmentation INFO: Iters: 6340/50000 || Lr: 0.017703 || Task Loss: 0.6963 || KD Loss: 0.3861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1193|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:10:02 || Estimated Time: 1 day, 18:28:05
2023-07-13 19:14:53,575 semantic_segmentation INFO: Iters: 6350/50000 || Lr: 0.017699 || Task Loss: 0.4502 || KD Loss: 0.2229|| 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: 6:10:36 || Estimated Time: 1 day, 18:27:26
2023-07-13 19:15:27,977 semantic_segmentation INFO: Iters: 6360/50000 || Lr: 0.017695 || Task Loss: 0.3907 || KD Loss: 0.1792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1270|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:11:10 || Estimated Time: 1 day, 18:26:47
2023-07-13 19:16:02,393 semantic_segmentation INFO: Iters: 6370/50000 || Lr: 0.017692 || Task Loss: 0.5419 || KD Loss: 0.2603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1351|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:11:45 || Estimated Time: 1 day, 18:26:08
2023-07-13 19:16:36,830 semantic_segmentation INFO: Iters: 6380/50000 || Lr: 0.017688 || Task Loss: 0.4216 || KD Loss: 0.2459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1361|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:12:19 || Estimated Time: 1 day, 18:25:29
2023-07-13 19:17:11,242 semantic_segmentation INFO: Iters: 6390/50000 || Lr: 0.017685 || Task Loss: 0.3764 || KD Loss: 0.1717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:12:54 || Estimated Time: 1 day, 18:24:50
2023-07-13 19:17:45,584 semantic_segmentation INFO: Iters: 6400/50000 || Lr: 0.017681 || Task Loss: 0.5332 || KD Loss: 0.2732|| 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: 6:13:28 || Estimated Time: 1 day, 18:24:10
2023-07-13 19:17:45,653 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-13 19:17:46,277 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.925, mIoU: 0.317
2023-07-13 19:17:46,399 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.941, mIoU: 0.367
2023-07-13 19:17:46,525 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.938, mIoU: 0.327
2023-07-13 19:17:46,655 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.935, mIoU: 0.325
2023-07-13 19:17:46,780 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.934, mIoU: 0.321
2023-07-13 19:17:46,906 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.932, mIoU: 0.322
2023-07-13 19:17:47,028 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.928, mIoU: 0.325
2023-07-13 19:17:47,156 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.926, mIoU: 0.333
2023-07-13 19:17:47,284 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.924, mIoU: 0.341
2023-07-13 19:17:47,412 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.916, mIoU: 0.351
2023-07-13 19:17:47,536 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.914, mIoU: 0.349
2023-07-13 19:17:47,657 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.911, mIoU: 0.381
2023-07-13 19:17:47,783 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.911, mIoU: 0.384
2023-07-13 19:17:47,909 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.910, mIoU: 0.377
2023-07-13 19:17:48,033 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.907, mIoU: 0.374
2023-07-13 19:17:48,158 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.905, mIoU: 0.371
2023-07-13 19:17:48,283 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.905, mIoU: 0.377
2023-07-13 19:17:48,410 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.906, mIoU: 0.378
2023-07-13 19:17:48,538 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.904, mIoU: 0.380
2023-07-13 19:17:48,663 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.905, mIoU: 0.392
2023-07-13 19:17:48,788 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.907, mIoU: 0.397
2023-07-13 19:17:48,916 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.899, mIoU: 0.392
2023-07-13 19:17:49,041 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.899, mIoU: 0.390
2023-07-13 19:17:49,164 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.896, mIoU: 0.393
2023-07-13 19:17:49,284 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.892, mIoU: 0.400
2023-07-13 19:17:49,409 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.892, mIoU: 0.403
2023-07-13 19:17:49,540 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.892, mIoU: 0.401
2023-07-13 19:17:49,667 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.892, mIoU: 0.400
2023-07-13 19:17:49,795 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.889, mIoU: 0.397
2023-07-13 19:17:49,921 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.887, mIoU: 0.390
2023-07-13 19:17:50,045 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.887, mIoU: 0.391
2023-07-13 19:17:50,170 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.887, mIoU: 0.389
2023-07-13 19:17:50,296 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.889, mIoU: 0.393
2023-07-13 19:17:50,422 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.887, mIoU: 0.393
2023-07-13 19:17:50,554 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.888, mIoU: 0.395
2023-07-13 19:17:50,680 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.887, mIoU: 0.394
2023-07-13 19:17:50,807 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.887, mIoU: 0.395
2023-07-13 19:17:50,931 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.886, mIoU: 0.394
2023-07-13 19:17:51,056 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.885, mIoU: 0.396
2023-07-13 19:17:51,179 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.887, mIoU: 0.397
2023-07-13 19:17:51,303 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.887, mIoU: 0.396
2023-07-13 19:17:51,424 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.888, mIoU: 0.396
2023-07-13 19:17:51,541 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.888, mIoU: 0.396
2023-07-13 19:17:51,670 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.889, mIoU: 0.397
2023-07-13 19:17:51,802 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.889, mIoU: 0.397
2023-07-13 19:17:51,930 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.890, mIoU: 0.396
2023-07-13 19:17:52,060 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.891, mIoU: 0.396
2023-07-13 19:17:52,191 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.892, mIoU: 0.396
2023-07-13 19:17:52,318 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.892, mIoU: 0.399
2023-07-13 19:17:52,445 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.892, mIoU: 0.400
2023-07-13 19:17:52,570 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.892, mIoU: 0.400
2023-07-13 19:17:52,694 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.890, mIoU: 0.397
2023-07-13 19:17:52,817 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.890, mIoU: 0.397
2023-07-13 19:17:52,940 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.889, mIoU: 0.393
2023-07-13 19:17:53,066 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.887, mIoU: 0.392
2023-07-13 19:17:53,192 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.887, mIoU: 0.390
2023-07-13 19:17:53,315 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.888, mIoU: 0.391
2023-07-13 19:17:53,438 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.888, mIoU: 0.398
2023-07-13 19:17:53,561 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.888, mIoU: 0.402
2023-07-13 19:17:53,680 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.889, mIoU: 0.402
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2023-07-13 19:18:44,586 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.896, mIoU: 0.404
2023-07-13 19:18:44,709 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.896, mIoU: 0.404
2023-07-13 19:18:44,830 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.896, mIoU: 0.405
2023-07-13 19:18:44,950 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.896, mIoU: 0.404
2023-07-13 19:18:45,069 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.896, mIoU: 0.405
2023-07-13 19:18:45,187 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.896, mIoU: 0.405
2023-07-13 19:18:45,315 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.896, mIoU: 0.405
2023-07-13 19:18:45,450 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.896, mIoU: 0.405
2023-07-13 19:18:45,581 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.896, mIoU: 0.406
2023-07-13 19:18:45,711 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.896, mIoU: 0.406
2023-07-13 19:18:45,845 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.896, mIoU: 0.406
2023-07-13 19:18:45,973 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.896, mIoU: 0.406
2023-07-13 19:18:46,100 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.896, mIoU: 0.406
2023-07-13 19:18:46,221 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.896, mIoU: 0.406
2023-07-13 19:18:46,347 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.896, mIoU: 0.406
2023-07-13 19:18:46,476 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.896, mIoU: 0.406
2023-07-13 19:18:46,602 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.896, mIoU: 0.406
2023-07-13 19:18:46,726 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.896, mIoU: 0.407
2023-07-13 19:18:46,846 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.896, mIoU: 0.407
2023-07-13 19:18:46,977 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.896, mIoU: 0.406
2023-07-13 19:18:47,112 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.897, mIoU: 0.406
2023-07-13 19:18:47,243 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.897, mIoU: 0.406
2023-07-13 19:18:47,368 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.897, mIoU: 0.406
2023-07-13 19:18:47,492 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.897, mIoU: 0.406
2023-07-13 19:18:47,614 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.897, mIoU: 0.406
2023-07-13 19:18:47,734 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.897, mIoU: 0.407
2023-07-13 19:18:47,853 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.897, mIoU: 0.407
2023-07-13 19:18:47,985 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.897, mIoU: 0.407
2023-07-13 19:18:48,121 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.897, mIoU: 0.407
2023-07-13 19:18:48,251 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.897, mIoU: 0.407
2023-07-13 19:18:48,380 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.897, mIoU: 0.407
2023-07-13 19:18:48,508 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.897, mIoU: 0.408
2023-07-13 19:18:48,639 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.897, mIoU: 0.408
2023-07-13 19:18:48,770 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.897, mIoU: 0.408
2023-07-13 19:18:48,895 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.897, mIoU: 0.408
2023-07-13 19:18:49,021 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.897, mIoU: 0.408
2023-07-13 19:18:49,148 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.897, mIoU: 0.408
2023-07-13 19:18:49,275 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.897, mIoU: 0.408
2023-07-13 19:18:49,403 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.898, mIoU: 0.408
2023-07-13 19:19:24,173 semantic_segmentation INFO: Iters: 6410/50000 || Lr: 0.017677 || Task Loss: 0.5107 || KD Loss: 0.2416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1303|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:15:07 || Estimated Time: 1 day, 18:30:47
2023-07-13 19:19:58,492 semantic_segmentation INFO: Iters: 6420/50000 || Lr: 0.017674 || Task Loss: 0.7527 || KD Loss: 0.4033|| 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: 6:15:41 || Estimated Time: 1 day, 18:30:07
2023-07-13 19:20:32,736 semantic_segmentation INFO: Iters: 6430/50000 || Lr: 0.017670 || Task Loss: 0.7365 || KD Loss: 0.3769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1279|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:16:15 || Estimated Time: 1 day, 18:29:26
2023-07-13 19:21:06,910 semantic_segmentation INFO: Iters: 6440/50000 || Lr: 0.017666 || Task Loss: 0.4463 || KD Loss: 0.2451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1273|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:16:49 || Estimated Time: 1 day, 18:28:44
2023-07-13 19:21:41,151 semantic_segmentation INFO: Iters: 6450/50000 || Lr: 0.017663 || Task Loss: 0.5362 || KD Loss: 0.2846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1257|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:17:24 || Estimated Time: 1 day, 18:28:03
2023-07-13 19:22:15,381 semantic_segmentation INFO: Iters: 6460/50000 || Lr: 0.017659 || Task Loss: 0.4361 || KD Loss: 0.2338|| 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: 6:17:58 || Estimated Time: 1 day, 18:27:22
2023-07-13 19:22:49,776 semantic_segmentation INFO: Iters: 6470/50000 || Lr: 0.017655 || Task Loss: 0.5692 || KD Loss: 0.2750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:18:32 || Estimated Time: 1 day, 18:26:42
2023-07-13 19:23:24,288 semantic_segmentation INFO: Iters: 6480/50000 || Lr: 0.017652 || Task Loss: 0.6809 || KD Loss: 0.3346|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1272|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:19:07 || Estimated Time: 1 day, 18:26:04
2023-07-13 19:23:58,828 semantic_segmentation INFO: Iters: 6490/50000 || Lr: 0.017648 || Task Loss: 0.8629 || KD Loss: 0.4500|| 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: 6:19:41 || Estimated Time: 1 day, 18:25:24
2023-07-13 19:24:33,439 semantic_segmentation INFO: Iters: 6500/50000 || Lr: 0.017644 || Task Loss: 0.5039 || KD Loss: 0.2495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:20:16 || Estimated Time: 1 day, 18:24:46
2023-07-13 19:25:07,978 semantic_segmentation INFO: Iters: 6510/50000 || Lr: 0.017641 || Task Loss: 0.6994 || KD Loss: 0.4009|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1212|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:20:50 || Estimated Time: 1 day, 18:24:07
2023-07-13 19:25:42,366 semantic_segmentation INFO: Iters: 6520/50000 || Lr: 0.017637 || Task Loss: 0.4246 || KD Loss: 0.1934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1256|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:21:25 || Estimated Time: 1 day, 18:23:28
2023-07-13 19:26:16,801 semantic_segmentation INFO: Iters: 6530/50000 || Lr: 0.017633 || Task Loss: 0.6378 || KD Loss: 0.3258|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1351|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:21:59 || Estimated Time: 1 day, 18:22:48
2023-07-13 19:26:51,092 semantic_segmentation INFO: Iters: 6540/50000 || Lr: 0.017630 || Task Loss: 0.5070 || KD Loss: 0.2451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:22:34 || Estimated Time: 1 day, 18:22:08
2023-07-13 19:27:25,417 semantic_segmentation INFO: Iters: 6550/50000 || Lr: 0.017626 || Task Loss: 0.4703 || KD Loss: 0.2418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:23:08 || Estimated Time: 1 day, 18:21:27
2023-07-13 19:27:59,734 semantic_segmentation INFO: Iters: 6560/50000 || Lr: 0.017622 || Task Loss: 0.4123 || KD Loss: 0.1890|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:23:42 || Estimated Time: 1 day, 18:20:47
2023-07-13 19:28:34,223 semantic_segmentation INFO: Iters: 6570/50000 || Lr: 0.017619 || Task Loss: 0.4736 || KD Loss: 0.2230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:24:17 || Estimated Time: 1 day, 18:20:08
2023-07-13 19:29:08,455 semantic_segmentation INFO: Iters: 6580/50000 || Lr: 0.017615 || Task Loss: 0.8659 || KD Loss: 0.4857|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1373|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:24:51 || Estimated Time: 1 day, 18:19:27
2023-07-13 19:29:42,644 semantic_segmentation INFO: Iters: 6590/50000 || Lr: 0.017612 || Task Loss: 0.7375 || KD Loss: 0.3810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1276|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:25:25 || Estimated Time: 1 day, 18:18:46
2023-07-13 19:30:16,911 semantic_segmentation INFO: Iters: 6600/50000 || Lr: 0.017608 || Task Loss: 0.5958 || KD Loss: 0.3211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1291|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:25:59 || Estimated Time: 1 day, 18:18:06
2023-07-13 19:30:51,102 semantic_segmentation INFO: Iters: 6610/50000 || Lr: 0.017604 || Task Loss: 0.5597 || KD Loss: 0.2823|| 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: 6:26:34 || Estimated Time: 1 day, 18:17:25
2023-07-13 19:31:25,282 semantic_segmentation INFO: Iters: 6620/50000 || Lr: 0.017601 || Task Loss: 0.4043 || KD Loss: 0.2411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1239|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:27:08 || Estimated Time: 1 day, 18:16:44
2023-07-13 19:31:59,532 semantic_segmentation INFO: Iters: 6630/50000 || Lr: 0.017597 || Task Loss: 0.5290 || KD Loss: 0.2752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:27:42 || Estimated Time: 1 day, 18:16:03
2023-07-13 19:32:33,655 semantic_segmentation INFO: Iters: 6640/50000 || Lr: 0.017593 || Task Loss: 0.5322 || KD Loss: 0.2634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1328|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:28:16 || Estimated Time: 1 day, 18:15:22
2023-07-13 19:33:07,856 semantic_segmentation INFO: Iters: 6650/50000 || Lr: 0.017590 || Task Loss: 0.6445 || KD Loss: 0.3815|| 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: 6:28:50 || Estimated Time: 1 day, 18:14:41
2023-07-13 19:33:42,075 semantic_segmentation INFO: Iters: 6660/50000 || Lr: 0.017586 || Task Loss: 0.5078 || KD Loss: 0.2153|| 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: 6:29:25 || Estimated Time: 1 day, 18:14:00
2023-07-13 19:34:16,393 semantic_segmentation INFO: Iters: 6670/50000 || Lr: 0.017582 || Task Loss: 0.4970 || KD Loss: 0.2605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1254|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 18:13:20
2023-07-13 19:34:50,882 semantic_segmentation INFO: Iters: 6680/50000 || Lr: 0.017579 || Task Loss: 0.5343 || KD Loss: 0.2743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:30:33 || Estimated Time: 1 day, 18:12:41
2023-07-13 19:35:25,441 semantic_segmentation INFO: Iters: 6690/50000 || Lr: 0.017575 || Task Loss: 0.8281 || KD Loss: 0.4495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1282|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:31:08 || Estimated Time: 1 day, 18:12:03
2023-07-13 19:35:59,921 semantic_segmentation INFO: Iters: 6700/50000 || Lr: 0.017571 || Task Loss: 0.3599 || KD Loss: 0.1763|| 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: 6:31:42 || Estimated Time: 1 day, 18:11:24
2023-07-13 19:36:34,499 semantic_segmentation INFO: Iters: 6710/50000 || Lr: 0.017568 || Task Loss: 0.8385 || KD Loss: 0.4289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1233|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:32:17 || Estimated Time: 1 day, 18:10:45
2023-07-13 19:37:08,863 semantic_segmentation INFO: Iters: 6720/50000 || Lr: 0.017564 || Task Loss: 0.5388 || KD Loss: 0.2565|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:32:51 || Estimated Time: 1 day, 18:10:06
2023-07-13 19:37:43,250 semantic_segmentation INFO: Iters: 6730/50000 || Lr: 0.017560 || Task Loss: 0.5533 || KD Loss: 0.2670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1374|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:33:26 || Estimated Time: 1 day, 18:09:26
2023-07-13 19:38:17,670 semantic_segmentation INFO: Iters: 6740/50000 || Lr: 0.017557 || Task Loss: 0.7018 || KD Loss: 0.3706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:34:00 || Estimated Time: 1 day, 18:08:47
2023-07-13 19:38:51,988 semantic_segmentation INFO: Iters: 6750/50000 || Lr: 0.017553 || Task Loss: 0.5333 || KD Loss: 0.2506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1248|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:34:34 || Estimated Time: 1 day, 18:08:07
2023-07-13 19:39:26,301 semantic_segmentation INFO: Iters: 6760/50000 || Lr: 0.017549 || Task Loss: 0.3890 || KD Loss: 0.1766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:35:09 || Estimated Time: 1 day, 18:07:27
2023-07-13 19:40:00,593 semantic_segmentation INFO: Iters: 6770/50000 || Lr: 0.017546 || Task Loss: 0.3914 || KD Loss: 0.1892|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1251|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:35:43 || Estimated Time: 1 day, 18:06:47
2023-07-13 19:40:34,765 semantic_segmentation INFO: Iters: 6780/50000 || Lr: 0.017542 || Task Loss: 0.4597 || KD Loss: 0.2442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1305|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:36:17 || Estimated Time: 1 day, 18:06:07
2023-07-13 19:41:09,100 semantic_segmentation INFO: Iters: 6790/50000 || Lr: 0.017538 || Task Loss: 0.5958 || KD Loss: 0.3634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1307|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:36:52 || Estimated Time: 1 day, 18:05:27
2023-07-13 19:41:43,344 semantic_segmentation INFO: Iters: 6800/50000 || Lr: 0.017535 || Task Loss: 0.3601 || KD Loss: 0.1444|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1288|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:37:26 || Estimated Time: 1 day, 18:04:46
2023-07-13 19:42:17,559 semantic_segmentation INFO: Iters: 6810/50000 || Lr: 0.017531 || Task Loss: 0.4432 || KD Loss: 0.1805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:38:00 || Estimated Time: 1 day, 18:04:06
2023-07-13 19:42:51,878 semantic_segmentation INFO: Iters: 6820/50000 || Lr: 0.017528 || Task Loss: 0.7145 || KD Loss: 0.2972|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1242|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:38:34 || Estimated Time: 1 day, 18:03:26
2023-07-13 19:43:25,935 semantic_segmentation INFO: Iters: 6830/50000 || Lr: 0.017524 || Task Loss: 0.5019 || KD Loss: 0.2411|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1243|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:39:08 || Estimated Time: 1 day, 18:02:45
2023-07-13 19:44:00,328 semantic_segmentation INFO: Iters: 6840/50000 || Lr: 0.017520 || Task Loss: 0.6020 || KD Loss: 0.3549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:39:43 || Estimated Time: 1 day, 18:02:05
2023-07-13 19:44:34,687 semantic_segmentation INFO: Iters: 6850/50000 || Lr: 0.017517 || Task Loss: 0.5285 || KD Loss: 0.2703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1242|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:40:17 || Estimated Time: 1 day, 18:01:26
2023-07-13 19:45:09,144 semantic_segmentation INFO: Iters: 6860/50000 || Lr: 0.017513 || Task Loss: 0.6050 || KD Loss: 0.2856|| 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: 6:40:52 || Estimated Time: 1 day, 18:00:47
2023-07-13 19:45:43,558 semantic_segmentation INFO: Iters: 6870/50000 || Lr: 0.017509 || Task Loss: 0.4760 || KD Loss: 0.2137|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1366|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:41:26 || Estimated Time: 1 day, 18:00:08
2023-07-13 19:46:17,971 semantic_segmentation INFO: Iters: 6880/50000 || Lr: 0.017506 || Task Loss: 0.6031 || KD Loss: 0.3174|| 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: 6:42:00 || Estimated Time: 1 day, 17:59:29
2023-07-13 19:46:52,695 semantic_segmentation INFO: Iters: 6890/50000 || Lr: 0.017502 || Task Loss: 0.5504 || KD Loss: 0.2830|| 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: 6:42:35 || Estimated Time: 1 day, 17:58:52
2023-07-13 19:47:27,103 semantic_segmentation INFO: Iters: 6900/50000 || Lr: 0.017498 || Task Loss: 0.3724 || KD Loss: 0.1856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:43:10 || Estimated Time: 1 day, 17:58:13
2023-07-13 19:48:01,419 semantic_segmentation INFO: Iters: 6910/50000 || Lr: 0.017495 || Task Loss: 0.5144 || KD Loss: 0.2492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:43:44 || Estimated Time: 1 day, 17:57:33
2023-07-13 19:48:35,710 semantic_segmentation INFO: Iters: 6920/50000 || Lr: 0.017491 || Task Loss: 0.3674 || KD Loss: 0.1740|| 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: 6:44:18 || Estimated Time: 1 day, 17:56:53
2023-07-13 19:49:09,911 semantic_segmentation INFO: Iters: 6930/50000 || Lr: 0.017487 || Task Loss: 0.3986 || KD Loss: 0.1779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:44:52 || Estimated Time: 1 day, 17:56:13
2023-07-13 19:49:44,149 semantic_segmentation INFO: Iters: 6940/50000 || Lr: 0.017484 || Task Loss: 0.5589 || KD Loss: 0.2781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:45:27 || Estimated Time: 1 day, 17:55:33
2023-07-13 19:50:18,241 semantic_segmentation INFO: Iters: 6950/50000 || Lr: 0.017480 || Task Loss: 0.3731 || KD Loss: 0.1596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:46:01 || Estimated Time: 1 day, 17:54:52
2023-07-13 19:50:52,431 semantic_segmentation INFO: Iters: 6960/50000 || Lr: 0.017476 || Task Loss: 0.4783 || KD Loss: 0.2383|| 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: 6:46:35 || Estimated Time: 1 day, 17:54:11
2023-07-13 19:51:26,582 semantic_segmentation INFO: Iters: 6970/50000 || Lr: 0.017473 || Task Loss: 0.5441 || KD Loss: 0.2672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1430|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:47:09 || Estimated Time: 1 day, 17:53:31
2023-07-13 19:52:00,784 semantic_segmentation INFO: Iters: 6980/50000 || Lr: 0.017469 || Task Loss: 0.5358 || KD Loss: 0.3073|| 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: 6:47:43 || Estimated Time: 1 day, 17:52:50
2023-07-13 19:52:35,123 semantic_segmentation INFO: Iters: 6990/50000 || Lr: 0.017465 || Task Loss: 0.3967 || KD Loss: 0.1819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:48:18 || Estimated Time: 1 day, 17:52:11
2023-07-13 19:53:09,472 semantic_segmentation INFO: Iters: 7000/50000 || Lr: 0.017462 || Task Loss: 0.3649 || KD Loss: 0.1758|| 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: 6:48:52 || Estimated Time: 1 day, 17:51:32
2023-07-13 19:53:44,010 semantic_segmentation INFO: Iters: 7010/50000 || Lr: 0.017458 || Task Loss: 0.6341 || KD Loss: 0.3229|| 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: 6:49:27 || Estimated Time: 1 day, 17:50:53
2023-07-13 19:54:18,596 semantic_segmentation INFO: Iters: 7020/50000 || Lr: 0.017454 || Task Loss: 0.5751 || KD Loss: 0.2878|| 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: 6:50:01 || Estimated Time: 1 day, 17:50:16
2023-07-13 19:54:53,062 semantic_segmentation INFO: Iters: 7030/50000 || Lr: 0.017451 || Task Loss: 0.5195 || KD Loss: 0.2592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1294|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:50:36 || Estimated Time: 1 day, 17:49:37
2023-07-13 19:55:27,597 semantic_segmentation INFO: Iters: 7040/50000 || Lr: 0.017447 || Task Loss: 0.6114 || KD Loss: 0.3323|| 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: 6:51:10 || Estimated Time: 1 day, 17:48:59
2023-07-13 19:56:02,019 semantic_segmentation INFO: Iters: 7050/50000 || Lr: 0.017443 || Task Loss: 0.5643 || KD Loss: 0.2767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1343|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:51:45 || Estimated Time: 1 day, 17:48:20
2023-07-13 19:56:36,642 semantic_segmentation INFO: Iters: 7060/50000 || Lr: 0.017440 || Task Loss: 0.5172 || KD Loss: 0.2437|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:52:19 || Estimated Time: 1 day, 17:47:43
2023-07-13 19:57:10,973 semantic_segmentation INFO: Iters: 7070/50000 || Lr: 0.017436 || Task Loss: 0.5041 || KD Loss: 0.2314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:52:53 || Estimated Time: 1 day, 17:47:03
2023-07-13 19:57:45,299 semantic_segmentation INFO: Iters: 7080/50000 || Lr: 0.017433 || Task Loss: 0.4258 || KD Loss: 0.1954|| 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: 6:53:28 || Estimated Time: 1 day, 17:46:24
2023-07-13 19:58:19,690 semantic_segmentation INFO: Iters: 7090/50000 || Lr: 0.017429 || Task Loss: 0.4024 || KD Loss: 0.1790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1281|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:54:02 || Estimated Time: 1 day, 17:45:45
2023-07-13 19:58:53,950 semantic_segmentation INFO: Iters: 7100/50000 || Lr: 0.017425 || Task Loss: 0.5390 || KD Loss: 0.2484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1338|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:54:36 || Estimated Time: 1 day, 17:45:05
2023-07-13 19:59:28,294 semantic_segmentation INFO: Iters: 7110/50000 || Lr: 0.017422 || Task Loss: 0.5865 || KD Loss: 0.3670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1251|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:55:11 || Estimated Time: 1 day, 17:44:26
2023-07-13 20:00:02,646 semantic_segmentation INFO: Iters: 7120/50000 || Lr: 0.017418 || Task Loss: 0.5540 || KD Loss: 0.2254|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1276|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:55:45 || Estimated Time: 1 day, 17:43:47
2023-07-13 20:00:36,906 semantic_segmentation INFO: Iters: 7130/50000 || Lr: 0.017414 || Task Loss: 0.6844 || KD Loss: 0.3186|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:56:19 || Estimated Time: 1 day, 17:43:07
2023-07-13 20:01:10,998 semantic_segmentation INFO: Iters: 7140/50000 || Lr: 0.017411 || Task Loss: 0.6695 || KD Loss: 0.4837|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1323|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 17:42:27
2023-07-13 20:01:45,250 semantic_segmentation INFO: Iters: 7150/50000 || Lr: 0.017407 || Task Loss: 0.4815 || KD Loss: 0.1953|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:57:28 || Estimated Time: 1 day, 17:41:47
2023-07-13 20:02:19,490 semantic_segmentation INFO: Iters: 7160/50000 || Lr: 0.017403 || Task Loss: 0.4483 || KD Loss: 0.2001|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1277|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:58:02 || Estimated Time: 1 day, 17:41:07
2023-07-13 20:02:53,688 semantic_segmentation INFO: Iters: 7170/50000 || Lr: 0.017400 || Task Loss: 0.5183 || KD Loss: 0.2452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1327|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:58:36 || Estimated Time: 1 day, 17:40:27
2023-07-13 20:03:27,729 semantic_segmentation INFO: Iters: 7180/50000 || Lr: 0.017396 || Task Loss: 0.5250 || KD Loss: 0.2475|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 6:59:10 || Estimated Time: 1 day, 17:39:46
2023-07-13 20:04:02,077 semantic_segmentation INFO: Iters: 7190/50000 || Lr: 0.017392 || Task Loss: 0.5640 || KD Loss: 0.3658|| 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: 6:59:45 || Estimated Time: 1 day, 17:39:07
2023-07-13 20:04:36,445 semantic_segmentation INFO: Iters: 7200/50000 || Lr: 0.017389 || Task Loss: 0.4160 || KD Loss: 0.1941|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1266|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 17:38:28
2023-07-13 20:04:36,514 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-13 20:04:37,150 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.889, mIoU: 0.300
2023-07-13 20:04:37,269 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.924, mIoU: 0.316
2023-07-13 20:04:37,398 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.926, mIoU: 0.310
2023-07-13 20:04:37,529 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.926, mIoU: 0.317
2023-07-13 20:04:37,656 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.917, mIoU: 0.307
2023-07-13 20:04:37,777 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.913, mIoU: 0.308
2023-07-13 20:04:37,902 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.915, mIoU: 0.324
2023-07-13 20:04:38,027 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.919, mIoU: 0.340
2023-07-13 20:04:38,147 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.920, mIoU: 0.349
2023-07-13 20:04:38,264 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.918, mIoU: 0.368
2023-07-13 20:04:38,392 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.916, mIoU: 0.376
2023-07-13 20:04:38,524 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.913, mIoU: 0.404
2023-07-13 20:04:38,652 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.912, mIoU: 0.404
2023-07-13 20:04:38,781 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.911, mIoU: 0.398
2023-07-13 20:04:38,910 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.909, mIoU: 0.396
2023-07-13 20:04:39,035 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.908, mIoU: 0.393
2023-07-13 20:04:39,158 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.908, mIoU: 0.395
2023-07-13 20:04:39,282 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.908, mIoU: 0.397
2023-07-13 20:04:39,409 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.906, mIoU: 0.402
2023-07-13 20:04:39,537 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.906, mIoU: 0.410
2023-07-13 20:04:39,667 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.907, mIoU: 0.414
2023-07-13 20:04:39,796 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.901, mIoU: 0.419
2023-07-13 20:04:39,922 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.902, mIoU: 0.420
2023-07-13 20:04:40,045 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.901, mIoU: 0.427
2023-07-13 20:04:40,169 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.899, mIoU: 0.443
2023-07-13 20:04:40,291 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.899, mIoU: 0.444
2023-07-13 20:04:40,414 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.899, mIoU: 0.443
2023-07-13 20:04:40,537 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.898, mIoU: 0.442
2023-07-13 20:04:40,662 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.896, mIoU: 0.440
2023-07-13 20:04:40,790 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.896, mIoU: 0.447
2023-07-13 20:04:40,916 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.896, mIoU: 0.448
2023-07-13 20:04:41,046 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.896, mIoU: 0.448
2023-07-13 20:04:41,183 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.898, mIoU: 0.451
2023-07-13 20:04:41,310 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.896, mIoU: 0.448
2023-07-13 20:04:41,436 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.896, mIoU: 0.451
2023-07-13 20:04:41,559 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.897, mIoU: 0.451
2023-07-13 20:04:41,682 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.897, mIoU: 0.450
2023-07-13 20:04:41,805 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.895, mIoU: 0.448
2023-07-13 20:04:41,926 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.894, mIoU: 0.451
2023-07-13 20:04:42,045 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.895, mIoU: 0.451
2023-07-13 20:04:42,163 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.896, mIoU: 0.448
2023-07-13 20:04:42,295 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.897, mIoU: 0.448
2023-07-13 20:04:42,429 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.897, mIoU: 0.449
2023-07-13 20:04:42,556 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.897, mIoU: 0.448
2023-07-13 20:04:42,683 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.898, mIoU: 0.448
2023-07-13 20:04:42,814 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.898, mIoU: 0.448
2023-07-13 20:04:42,943 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.900, mIoU: 0.448
2023-07-13 20:04:43,072 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.901, mIoU: 0.447
2023-07-13 20:04:43,197 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.901, mIoU: 0.449
2023-07-13 20:04:43,321 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.901, mIoU: 0.448
2023-07-13 20:04:43,444 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.900, mIoU: 0.446
2023-07-13 20:04:43,565 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.899, mIoU: 0.445
2023-07-13 20:04:43,684 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.897, mIoU: 0.440
2023-07-13 20:04:43,801 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.896, mIoU: 0.437
2023-07-13 20:04:43,931 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.895, mIoU: 0.436
2023-07-13 20:04:44,066 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.895, mIoU: 0.435
2023-07-13 20:04:44,193 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.895, mIoU: 0.436
2023-07-13 20:04:44,323 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.896, mIoU: 0.443
2023-07-13 20:04:44,455 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.896, mIoU: 0.446
2023-07-13 20:04:44,583 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.896, mIoU: 0.445
2023-07-13 20:04:44,711 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.894, mIoU: 0.445
2023-07-13 20:04:44,836 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.893, mIoU: 0.446
2023-07-13 20:04:44,959 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.893, mIoU: 0.445
2023-07-13 20:04:45,080 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.893, mIoU: 0.448
2023-07-13 20:04:45,201 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.892, mIoU: 0.448
2023-07-13 20:04:45,319 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.891, mIoU: 0.448
2023-07-13 20:04:45,436 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.890, mIoU: 0.446
2023-07-13 20:04:45,565 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.889, mIoU: 0.446
2023-07-13 20:04:45,697 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.889, mIoU: 0.446
2023-07-13 20:04:45,826 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.889, mIoU: 0.445
2023-07-13 20:04:45,955 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.890, mIoU: 0.445
2023-07-13 20:04:46,087 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.890, mIoU: 0.444
2023-07-13 20:04:46,214 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.890, mIoU: 0.442
2023-07-13 20:04:46,340 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.891, mIoU: 0.442
2023-07-13 20:04:46,465 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.891, mIoU: 0.443
2023-07-13 20:04:46,588 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.890, mIoU: 0.442
2023-07-13 20:04:46,714 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.891, mIoU: 0.443
2023-07-13 20:04:46,840 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.891, mIoU: 0.442
2023-07-13 20:04:46,961 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.891, mIoU: 0.442
2023-07-13 20:04:47,079 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.890, mIoU: 0.443
2023-07-13 20:04:47,209 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.890, mIoU: 0.445
2023-07-13 20:04:47,341 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.890, mIoU: 0.446
2023-07-13 20:04:47,471 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.890, mIoU: 0.446
2023-07-13 20:04:47,598 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.888, mIoU: 0.444
2023-07-13 20:04:47,728 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.886, mIoU: 0.444
2023-07-13 20:04:47,855 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.886, mIoU: 0.445
2023-07-13 20:04:47,983 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.885, mIoU: 0.444
2023-07-13 20:04:48,108 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.886, mIoU: 0.445
2023-07-13 20:04:48,230 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.886, mIoU: 0.445
2023-07-13 20:04:48,354 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.886, mIoU: 0.445
2023-07-13 20:04:48,477 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.886, mIoU: 0.445
2023-07-13 20:04:48,596 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.885, mIoU: 0.450
2023-07-13 20:04:48,714 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.886, mIoU: 0.450
2023-07-13 20:04:48,841 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.887, mIoU: 0.451
2023-07-13 20:04:48,976 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.887, mIoU: 0.451
2023-07-13 20:04:49,103 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.888, mIoU: 0.451
2023-07-13 20:04:49,233 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.887, mIoU: 0.450
2023-07-13 20:04:49,362 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.887, mIoU: 0.450
2023-07-13 20:04:49,491 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.887, mIoU: 0.449
2023-07-13 20:04:49,619 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.886, mIoU: 0.449
2023-07-13 20:04:49,743 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.883, mIoU: 0.448
2023-07-13 20:04:49,870 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.883, mIoU: 0.447
2023-07-13 20:04:49,997 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.883, mIoU: 0.447
2023-07-13 20:04:50,124 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.883, mIoU: 0.447
2023-07-13 20:04:50,246 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.884, mIoU: 0.448
2023-07-13 20:04:50,365 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.884, mIoU: 0.448
2023-07-13 20:04:50,494 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.885, mIoU: 0.448
2023-07-13 20:04:50,624 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.885, mIoU: 0.448
2023-07-13 20:04:50,752 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.885, mIoU: 0.448
2023-07-13 20:04:50,878 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.884, mIoU: 0.447
2023-07-13 20:04:51,008 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.884, mIoU: 0.448
2023-07-13 20:04:51,136 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.884, mIoU: 0.447
2023-07-13 20:04:51,264 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.885, mIoU: 0.446
2023-07-13 20:04:51,387 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.885, mIoU: 0.446
2023-07-13 20:04:51,512 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.885, mIoU: 0.446
2023-07-13 20:04:51,637 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.885, mIoU: 0.446
2023-07-13 20:04:51,763 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.885, mIoU: 0.445
2023-07-13 20:04:51,890 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.885, mIoU: 0.445
2023-07-13 20:04:52,021 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.885, mIoU: 0.447
2023-07-13 20:04:52,149 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.885, mIoU: 0.447
2023-07-13 20:04:52,276 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.885, mIoU: 0.446
2023-07-13 20:04:52,403 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.885, mIoU: 0.446
2023-07-13 20:04:52,526 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.886, mIoU: 0.446
2023-07-13 20:04:52,651 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.886, mIoU: 0.448
2023-07-13 20:04:52,774 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.885, mIoU: 0.448
2023-07-13 20:04:52,895 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.885, mIoU: 0.452
2023-07-13 20:04:53,012 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.886, mIoU: 0.453
2023-07-13 20:04:53,140 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.886, mIoU: 0.454
2023-07-13 20:04:53,273 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.886, mIoU: 0.453
2023-07-13 20:04:53,403 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.887, mIoU: 0.453
2023-07-13 20:04:53,533 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.887, mIoU: 0.453
2023-07-13 20:04:53,666 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.888, mIoU: 0.453
2023-07-13 20:04:53,793 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.888, mIoU: 0.453
2023-07-13 20:04:53,921 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.888, mIoU: 0.453
2023-07-13 20:04:54,046 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.888, mIoU: 0.452
2023-07-13 20:04:54,169 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.889, mIoU: 0.452
2023-07-13 20:04:54,292 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.889, mIoU: 0.452
2023-07-13 20:04:54,414 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.889, mIoU: 0.451
2023-07-13 20:04:54,533 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.888, mIoU: 0.450
2023-07-13 20:04:54,650 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.888, mIoU: 0.451
2023-07-13 20:04:54,778 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.888, mIoU: 0.451
2023-07-13 20:04:54,910 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.888, mIoU: 0.451
2023-07-13 20:04:55,040 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.888, mIoU: 0.451
2023-07-13 20:04:55,169 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.888, mIoU: 0.451
2023-07-13 20:04:55,299 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.888, mIoU: 0.451
2023-07-13 20:04:55,426 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.888, mIoU: 0.452
2023-07-13 20:04:55,553 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.888, mIoU: 0.452
2023-07-13 20:04:55,678 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.888, mIoU: 0.451
2023-07-13 20:04:55,804 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.888, mIoU: 0.451
2023-07-13 20:04:55,934 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.888, mIoU: 0.451
2023-07-13 20:04:56,064 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.888, mIoU: 0.450
2023-07-13 20:04:56,192 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.888, mIoU: 0.451
2023-07-13 20:04:56,318 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.888, mIoU: 0.450
2023-07-13 20:04:56,447 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.888, mIoU: 0.450
2023-07-13 20:04:56,577 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.888, mIoU: 0.450
2023-07-13 20:04:56,705 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.888, mIoU: 0.449
2023-07-13 20:04:56,828 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.888, mIoU: 0.449
2023-07-13 20:04:56,950 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.888, mIoU: 0.449
2023-07-13 20:04:57,070 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.889, mIoU: 0.449
2023-07-13 20:04:57,189 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.889, mIoU: 0.448
2023-07-13 20:04:57,306 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.889, mIoU: 0.448
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2023-07-13 20:04:58,208 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.890, mIoU: 0.447
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2023-07-13 20:05:25,661 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.899, mIoU: 0.443
2023-07-13 20:05:25,789 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.899, mIoU: 0.443
2023-07-13 20:05:25,912 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.899, mIoU: 0.443
2023-07-13 20:05:26,036 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.899, mIoU: 0.443
2023-07-13 20:05:26,158 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.899, mIoU: 0.444
2023-07-13 20:05:26,278 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.899, mIoU: 0.444
2023-07-13 20:05:26,396 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.899, mIoU: 0.444
2023-07-13 20:05:26,525 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.899, mIoU: 0.444
2023-07-13 20:05:26,658 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.899, mIoU: 0.444
2023-07-13 20:05:26,788 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.899, mIoU: 0.444
2023-07-13 20:05:26,918 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.900, mIoU: 0.444
2023-07-13 20:05:27,052 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.900, mIoU: 0.444
2023-07-13 20:05:27,181 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.900, mIoU: 0.444
2023-07-13 20:05:27,311 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.900, mIoU: 0.444
2023-07-13 20:05:27,438 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.900, mIoU: 0.444
2023-07-13 20:05:27,562 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.900, mIoU: 0.444
2023-07-13 20:05:27,687 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.900, mIoU: 0.444
2023-07-13 20:05:27,811 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.900, mIoU: 0.444
2023-07-13 20:05:27,934 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.901, mIoU: 0.445
2023-07-13 20:05:28,056 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.901, mIoU: 0.445
2023-07-13 20:05:28,187 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.901, mIoU: 0.444
2023-07-13 20:05:28,320 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.901, mIoU: 0.444
2023-07-13 20:05:28,450 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.901, mIoU: 0.444
2023-07-13 20:05:28,575 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.901, mIoU: 0.444
2023-07-13 20:05:28,701 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.901, mIoU: 0.444
2023-07-13 20:05:28,826 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.901, mIoU: 0.445
2023-07-13 20:05:28,949 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.901, mIoU: 0.445
2023-07-13 20:05:29,071 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.901, mIoU: 0.445
2023-07-13 20:05:29,199 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.901, mIoU: 0.445
2023-07-13 20:05:29,329 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.901, mIoU: 0.445
2023-07-13 20:05:29,456 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.902, mIoU: 0.445
2023-07-13 20:05:29,585 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.902, mIoU: 0.445
2023-07-13 20:05:29,713 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.902, mIoU: 0.445
2023-07-13 20:05:29,850 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.902, mIoU: 0.445
2023-07-13 20:05:29,985 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.902, mIoU: 0.446
2023-07-13 20:05:30,115 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.902, mIoU: 0.446
2023-07-13 20:05:30,249 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.902, mIoU: 0.446
2023-07-13 20:05:30,383 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.902, mIoU: 0.446
2023-07-13 20:05:30,513 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.902, mIoU: 0.446
2023-07-13 20:05:30,643 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.903, mIoU: 0.446
2023-07-13 20:05:30,776 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.903, mIoU: 0.446
2023-07-13 20:05:30,907 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.903, mIoU: 0.446
2023-07-13 20:05:31,037 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.903, mIoU: 0.446
2023-07-13 20:05:31,166 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.903, mIoU: 0.447
2023-07-13 20:05:31,293 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.903, mIoU: 0.447
2023-07-13 20:05:31,417 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.903, mIoU: 0.447
2023-07-13 20:05:31,535 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.903, mIoU: 0.447
2023-07-13 20:05:31,667 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.903, mIoU: 0.447
2023-07-13 20:05:31,803 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.903, mIoU: 0.447
2023-07-13 20:05:31,934 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.904, mIoU: 0.447
2023-07-13 20:05:32,057 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.904, mIoU: 0.447
2023-07-13 20:05:32,179 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.904, mIoU: 0.447
2023-07-13 20:05:32,299 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.904, mIoU: 0.447
2023-07-13 20:05:32,418 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.904, mIoU: 0.447
2023-07-13 20:05:32,536 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.904, mIoU: 0.447
2023-07-13 20:05:32,665 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.904, mIoU: 0.447
2023-07-13 20:05:32,798 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.904, mIoU: 0.447
2023-07-13 20:05:32,929 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.904, mIoU: 0.447
2023-07-13 20:05:33,059 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.904, mIoU: 0.447
2023-07-13 20:05:33,193 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.904, mIoU: 0.447
2023-07-13 20:05:33,323 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.905, mIoU: 0.447
2023-07-13 20:05:33,452 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.905, mIoU: 0.447
2023-07-13 20:05:33,577 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.905, mIoU: 0.447
2023-07-13 20:05:33,704 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.905, mIoU: 0.447
2023-07-13 20:05:33,830 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.905, mIoU: 0.448
2023-07-13 20:05:33,956 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.905, mIoU: 0.448
2023-07-13 20:05:34,084 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.905, mIoU: 0.448
2023-07-13 20:05:34,213 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.905, mIoU: 0.448
2023-07-13 20:05:34,345 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.905, mIoU: 0.448
2023-07-13 20:05:34,477 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.905, mIoU: 0.448
2023-07-13 20:05:34,603 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.905, mIoU: 0.448
2023-07-13 20:05:34,728 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.906, mIoU: 0.449
2023-07-13 20:05:34,854 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.906, mIoU: 0.450
2023-07-13 20:05:34,979 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.906, mIoU: 0.450
2023-07-13 20:05:35,101 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.905, mIoU: 0.450
2023-07-13 20:05:35,221 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.906, mIoU: 0.450
2023-07-13 20:05:35,351 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.906, mIoU: 0.450
2023-07-13 20:05:35,486 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.906, mIoU: 0.451
2023-07-13 20:05:35,616 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.906, mIoU: 0.451
2023-07-13 20:05:35,739 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.906, mIoU: 0.451
2023-07-13 20:05:35,861 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.906, mIoU: 0.451
2023-07-13 20:05:35,982 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.906, mIoU: 0.451
2023-07-13 20:05:36,102 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.906, mIoU: 0.451
2023-07-13 20:05:36,220 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.906, mIoU: 0.452
2023-07-13 20:05:36,348 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.906, mIoU: 0.452
2023-07-13 20:05:36,483 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.906, mIoU: 0.452
2023-07-13 20:05:36,614 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.906, mIoU: 0.452
2023-07-13 20:05:36,744 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.906, mIoU: 0.452
2023-07-13 20:05:36,878 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.906, mIoU: 0.452
2023-07-13 20:05:37,008 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.906, mIoU: 0.452
2023-07-13 20:05:37,138 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.906, mIoU: 0.452
2023-07-13 20:05:37,263 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.906, mIoU: 0.452
2023-07-13 20:05:37,387 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.906, mIoU: 0.452
2023-07-13 20:05:37,513 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.906, mIoU: 0.452
2023-07-13 20:05:37,636 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.906, mIoU: 0.452
2023-07-13 20:05:37,758 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.906, mIoU: 0.453
2023-07-13 20:05:37,879 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.906, mIoU: 0.453
2023-07-13 20:05:38,010 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.906, mIoU: 0.452
2023-07-13 20:05:38,144 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.906, mIoU: 0.452
2023-07-13 20:05:38,273 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.906, mIoU: 0.452
2023-07-13 20:05:38,399 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.907, mIoU: 0.453
2023-07-13 20:05:38,525 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.907, mIoU: 0.453
2023-07-13 20:05:38,648 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.907, mIoU: 0.453
2023-07-13 20:05:38,771 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.907, mIoU: 0.453
2023-07-13 20:05:38,890 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.907, mIoU: 0.453
2023-07-13 20:05:39,017 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.907, mIoU: 0.453
2023-07-13 20:05:39,151 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.907, mIoU: 0.453
2023-07-13 20:05:39,282 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.907, mIoU: 0.454
2023-07-13 20:05:39,413 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.907, mIoU: 0.454
2023-07-13 20:05:39,543 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.907, mIoU: 0.454
2023-07-13 20:05:39,674 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.907, mIoU: 0.454
2023-07-13 20:05:39,805 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.907, mIoU: 0.454
2023-07-13 20:05:39,933 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.907, mIoU: 0.454
2023-07-13 20:05:40,060 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.907, mIoU: 0.454
2023-07-13 20:05:40,188 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.907, mIoU: 0.454
2023-07-13 20:05:40,315 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.907, mIoU: 0.454
2023-07-13 20:05:40,445 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.907, mIoU: 0.454
2023-07-13 20:06:15,251 semantic_segmentation INFO: Iters: 7210/50000 || Lr: 0.017385 || Task Loss: 0.3551 || KD Loss: 0.1723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:01:58 || Estimated Time: 1 day, 17:44:12
2023-07-13 20:06:49,621 semantic_segmentation INFO: Iters: 7220/50000 || Lr: 0.017381 || Task Loss: 0.7895 || KD Loss: 0.3472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:02:32 || Estimated Time: 1 day, 17:43:32
2023-07-13 20:07:23,925 semantic_segmentation INFO: Iters: 7230/50000 || Lr: 0.017378 || Task Loss: 0.5478 || KD Loss: 0.2553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1262|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:03:06 || Estimated Time: 1 day, 17:42:52
2023-07-13 20:07:58,203 semantic_segmentation INFO: Iters: 7240/50000 || Lr: 0.017374 || Task Loss: 0.6018 || KD Loss: 0.2800|| 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: 7:03:41 || Estimated Time: 1 day, 17:42:12
2023-07-13 20:08:32,409 semantic_segmentation INFO: Iters: 7250/50000 || Lr: 0.017370 || Task Loss: 0.4774 || KD Loss: 0.2402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:04:15 || Estimated Time: 1 day, 17:41:32
2023-07-13 20:09:06,728 semantic_segmentation INFO: Iters: 7260/50000 || Lr: 0.017367 || Task Loss: 0.6629 || KD Loss: 0.3354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:04:49 || Estimated Time: 1 day, 17:40:52
2023-07-13 20:09:41,016 semantic_segmentation INFO: Iters: 7270/50000 || Lr: 0.017363 || Task Loss: 0.7404 || KD Loss: 0.3665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:05:24 || Estimated Time: 1 day, 17:40:12
2023-07-13 20:10:15,378 semantic_segmentation INFO: Iters: 7280/50000 || Lr: 0.017359 || Task Loss: 0.4941 || KD Loss: 0.2458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1428|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:05:58 || Estimated Time: 1 day, 17:39:33
2023-07-13 20:10:49,670 semantic_segmentation INFO: Iters: 7290/50000 || Lr: 0.017356 || Task Loss: 0.5122 || KD Loss: 0.2777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1278|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:06:32 || Estimated Time: 1 day, 17:38:53
2023-07-13 20:11:23,972 semantic_segmentation INFO: Iters: 7300/50000 || Lr: 0.017352 || Task Loss: 0.4367 || KD Loss: 0.2326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:07:06 || Estimated Time: 1 day, 17:38:13
2023-07-13 20:11:58,227 semantic_segmentation INFO: Iters: 7310/50000 || Lr: 0.017348 || Task Loss: 0.8370 || KD Loss: 0.4204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1244|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:07:41 || Estimated Time: 1 day, 17:37:33
2023-07-13 20:12:32,574 semantic_segmentation INFO: Iters: 7320/50000 || Lr: 0.017345 || Task Loss: 0.4743 || KD Loss: 0.2108|| 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: 7:08:15 || Estimated Time: 1 day, 17:36:53
2023-07-13 20:13:06,922 semantic_segmentation INFO: Iters: 7330/50000 || Lr: 0.017341 || Task Loss: 0.3984 || KD Loss: 0.1704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1322|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:08:49 || Estimated Time: 1 day, 17:36:14
2023-07-13 20:13:41,281 semantic_segmentation INFO: Iters: 7340/50000 || Lr: 0.017337 || Task Loss: 0.5654 || KD Loss: 0.3086|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:09:24 || Estimated Time: 1 day, 17:35:34
2023-07-13 20:14:15,873 semantic_segmentation INFO: Iters: 7350/50000 || Lr: 0.017334 || Task Loss: 0.5167 || KD Loss: 0.2588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1324|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:09:58 || Estimated Time: 1 day, 17:34:56
2023-07-13 20:14:50,414 semantic_segmentation INFO: Iters: 7360/50000 || Lr: 0.017330 || Task Loss: 0.5709 || KD Loss: 0.2684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1326|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:10:33 || Estimated Time: 1 day, 17:34:18
2023-07-13 20:15:24,873 semantic_segmentation INFO: Iters: 7370/50000 || Lr: 0.017326 || Task Loss: 0.8532 || KD Loss: 0.4324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1266|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:11:07 || Estimated Time: 1 day, 17:33:39
2023-07-13 20:15:59,299 semantic_segmentation INFO: Iters: 7380/50000 || Lr: 0.017323 || Task Loss: 0.5222 || KD Loss: 0.2887|| 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: 7:11:42 || Estimated Time: 1 day, 17:33:00
2023-07-13 20:16:33,692 semantic_segmentation INFO: Iters: 7390/50000 || Lr: 0.017319 || Task Loss: 0.5674 || KD Loss: 0.2940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1308|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:12:16 || Estimated Time: 1 day, 17:32:21
2023-07-13 20:17:08,097 semantic_segmentation INFO: Iters: 7400/50000 || Lr: 0.017315 || Task Loss: 0.6172 || KD Loss: 0.3007|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:12:51 || Estimated Time: 1 day, 17:31:42
2023-07-13 20:17:42,410 semantic_segmentation INFO: Iters: 7410/50000 || Lr: 0.017312 || Task Loss: 0.7496 || KD Loss: 0.4177|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1232|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:13:25 || Estimated Time: 1 day, 17:31:02
2023-07-13 20:18:16,750 semantic_segmentation INFO: Iters: 7420/50000 || Lr: 0.017308 || Task Loss: 0.4987 || KD Loss: 0.2335|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1218|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:13:59 || Estimated Time: 1 day, 17:30:23
2023-07-13 20:18:51,119 semantic_segmentation INFO: Iters: 7430/50000 || Lr: 0.017305 || Task Loss: 0.4763 || KD Loss: 0.2715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1294|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:14:34 || Estimated Time: 1 day, 17:29:44
2023-07-13 20:19:25,356 semantic_segmentation INFO: Iters: 7440/50000 || Lr: 0.017301 || Task Loss: 0.3742 || KD Loss: 0.2120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:15:08 || Estimated Time: 1 day, 17:29:04
2023-07-13 20:19:59,734 semantic_segmentation INFO: Iters: 7450/50000 || Lr: 0.017297 || Task Loss: 0.5398 || KD Loss: 0.2901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1219|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:15:42 || Estimated Time: 1 day, 17:28:25
2023-07-13 20:20:34,281 semantic_segmentation INFO: Iters: 7460/50000 || Lr: 0.017294 || Task Loss: 0.4477 || KD Loss: 0.2227|| 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: 7:16:17 || Estimated Time: 1 day, 17:27:46
2023-07-13 20:21:08,517 semantic_segmentation INFO: Iters: 7470/50000 || Lr: 0.017290 || Task Loss: 0.4223 || KD Loss: 0.2196|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1226|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:16:51 || Estimated Time: 1 day, 17:27:06
2023-07-13 20:21:42,753 semantic_segmentation INFO: Iters: 7480/50000 || Lr: 0.017286 || Task Loss: 0.5617 || KD Loss: 0.3177|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:17:25 || Estimated Time: 1 day, 17:26:27
2023-07-13 20:22:16,954 semantic_segmentation INFO: Iters: 7490/50000 || Lr: 0.017283 || Task Loss: 0.6373 || KD Loss: 0.3389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:17:59 || Estimated Time: 1 day, 17:25:46
2023-07-13 20:22:51,188 semantic_segmentation INFO: Iters: 7500/50000 || Lr: 0.017279 || Task Loss: 0.6138 || KD Loss: 0.2496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1229|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:18:34 || Estimated Time: 1 day, 17:25:07
2023-07-13 20:23:25,334 semantic_segmentation INFO: Iters: 7510/50000 || Lr: 0.017275 || Task Loss: 0.3524 || KD Loss: 0.1641|| 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: 7:19:08 || Estimated Time: 1 day, 17:24:26
2023-07-13 20:23:59,567 semantic_segmentation INFO: Iters: 7520/50000 || Lr: 0.017272 || Task Loss: 0.3845 || KD Loss: 0.1901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1223|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:19:42 || Estimated Time: 1 day, 17:23:47
2023-07-13 20:24:33,925 semantic_segmentation INFO: Iters: 7530/50000 || Lr: 0.017268 || Task Loss: 0.4498 || KD Loss: 0.2077|| 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: 7:20:16 || Estimated Time: 1 day, 17:23:07
2023-07-13 20:25:08,228 semantic_segmentation INFO: Iters: 7540/50000 || Lr: 0.017264 || Task Loss: 0.5707 || KD Loss: 0.3130|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:20:51 || Estimated Time: 1 day, 17:22:28
2023-07-13 20:25:42,620 semantic_segmentation INFO: Iters: 7550/50000 || Lr: 0.017261 || Task Loss: 0.5286 || KD Loss: 0.2622|| 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: 7:21:25 || Estimated Time: 1 day, 17:21:49
2023-07-13 20:26:17,145 semantic_segmentation INFO: Iters: 7560/50000 || Lr: 0.017257 || Task Loss: 0.5473 || KD Loss: 0.2769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1271|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:22:00 || Estimated Time: 1 day, 17:21:10
2023-07-13 20:26:51,606 semantic_segmentation INFO: Iters: 7570/50000 || Lr: 0.017253 || Task Loss: 0.5746 || KD Loss: 0.2966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:22:34 || Estimated Time: 1 day, 17:20:32
2023-07-13 20:27:25,990 semantic_segmentation INFO: Iters: 7580/50000 || Lr: 0.017250 || Task Loss: 0.4447 || KD Loss: 0.2157|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:23:08 || Estimated Time: 1 day, 17:19:53
2023-07-13 20:28:00,420 semantic_segmentation INFO: Iters: 7590/50000 || Lr: 0.017246 || Task Loss: 0.5512 || KD Loss: 0.2888|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1391|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:23:43 || Estimated Time: 1 day, 17:19:14
2023-07-13 20:28:34,800 semantic_segmentation INFO: Iters: 7600/50000 || Lr: 0.017242 || Task Loss: 0.6022 || KD Loss: 0.2805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1226|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:24:17 || Estimated Time: 1 day, 17:18:35
2023-07-13 20:29:09,240 semantic_segmentation INFO: Iters: 7610/50000 || Lr: 0.017239 || Task Loss: 0.4691 || KD Loss: 0.2658|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1269|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:24:52 || Estimated Time: 1 day, 17:17:57
2023-07-13 20:29:43,646 semantic_segmentation INFO: Iters: 7620/50000 || Lr: 0.017235 || Task Loss: 0.3955 || KD Loss: 0.2001|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1223|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:25:26 || Estimated Time: 1 day, 17:17:18
2023-07-13 20:30:17,965 semantic_segmentation INFO: Iters: 7630/50000 || Lr: 0.017231 || Task Loss: 0.4668 || KD Loss: 0.2233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:26:00 || Estimated Time: 1 day, 17:16:39
2023-07-13 20:30:52,261 semantic_segmentation INFO: Iters: 7640/50000 || Lr: 0.017228 || Task Loss: 0.4037 || KD Loss: 0.1857|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1243|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:26:35 || Estimated Time: 1 day, 17:15:59
2023-07-13 20:31:26,619 semantic_segmentation INFO: Iters: 7650/50000 || Lr: 0.017224 || Task Loss: 0.4255 || KD Loss: 0.2186|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:27:09 || Estimated Time: 1 day, 17:15:20
2023-07-13 20:32:00,903 semantic_segmentation INFO: Iters: 7660/50000 || Lr: 0.017220 || Task Loss: 0.4266 || KD Loss: 0.2232|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 17:14:41
2023-07-13 20:32:35,167 semantic_segmentation INFO: Iters: 7670/50000 || Lr: 0.017217 || Task Loss: 0.5939 || KD Loss: 0.2955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:28:18 || Estimated Time: 1 day, 17:14:01
2023-07-13 20:33:09,435 semantic_segmentation INFO: Iters: 7680/50000 || Lr: 0.017213 || Task Loss: 0.4520 || KD Loss: 0.2134|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:28:52 || Estimated Time: 1 day, 17:13:22
2023-07-13 20:33:43,814 semantic_segmentation INFO: Iters: 7690/50000 || Lr: 0.017209 || Task Loss: 0.4318 || KD Loss: 0.2133|| 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: 7:29:26 || Estimated Time: 1 day, 17:12:43
2023-07-13 20:34:18,275 semantic_segmentation INFO: Iters: 7700/50000 || Lr: 0.017206 || Task Loss: 0.7547 || KD Loss: 0.3574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:30:01 || Estimated Time: 1 day, 17:12:05
2023-07-13 20:34:52,852 semantic_segmentation INFO: Iters: 7710/50000 || Lr: 0.017202 || Task Loss: 0.7285 || KD Loss: 0.3638|| 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: 7:30:35 || Estimated Time: 1 day, 17:11:27
2023-07-13 20:35:27,403 semantic_segmentation INFO: Iters: 7720/50000 || Lr: 0.017198 || Task Loss: 0.4575 || KD Loss: 0.2175|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1360|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:31:10 || Estimated Time: 1 day, 17:10:49
2023-07-13 20:36:01,875 semantic_segmentation INFO: Iters: 7730/50000 || Lr: 0.017195 || Task Loss: 0.4962 || KD Loss: 0.2161|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1253|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:31:44 || Estimated Time: 1 day, 17:10:11
2023-07-13 20:36:36,401 semantic_segmentation INFO: Iters: 7740/50000 || Lr: 0.017191 || Task Loss: 0.8718 || KD Loss: 0.4234|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:32:19 || Estimated Time: 1 day, 17:09:33
2023-07-13 20:37:10,816 semantic_segmentation INFO: Iters: 7750/50000 || Lr: 0.017187 || Task Loss: 0.4357 || KD Loss: 0.2069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:32:53 || Estimated Time: 1 day, 17:08:54
2023-07-13 20:37:45,122 semantic_segmentation INFO: Iters: 7760/50000 || Lr: 0.017184 || Task Loss: 0.5219 || KD Loss: 0.2536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1222|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:33:28 || Estimated Time: 1 day, 17:08:15
2023-07-13 20:38:19,460 semantic_segmentation INFO: Iters: 7770/50000 || Lr: 0.017180 || Task Loss: 0.3677 || KD Loss: 0.1930|| 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: 7:34:02 || Estimated Time: 1 day, 17:07:36
2023-07-13 20:38:53,841 semantic_segmentation INFO: Iters: 7780/50000 || Lr: 0.017176 || Task Loss: 0.5992 || KD Loss: 0.2879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1387|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:34:36 || Estimated Time: 1 day, 17:06:57
2023-07-13 20:39:27,967 semantic_segmentation INFO: Iters: 7790/50000 || Lr: 0.017173 || Task Loss: 0.5053 || KD Loss: 0.2323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1359|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:35:10 || Estimated Time: 1 day, 17:06:17
2023-07-13 20:40:02,183 semantic_segmentation INFO: Iters: 7800/50000 || Lr: 0.017169 || Task Loss: 0.6453 || KD Loss: 0.3140|| 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: 7:35:45 || Estimated Time: 1 day, 17:05:38
2023-07-13 20:40:36,274 semantic_segmentation INFO: Iters: 7810/50000 || Lr: 0.017165 || Task Loss: 0.4209 || KD Loss: 0.2097|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:36:19 || Estimated Time: 1 day, 17:04:57
2023-07-13 20:41:10,333 semantic_segmentation INFO: Iters: 7820/50000 || Lr: 0.017162 || Task Loss: 0.4585 || KD Loss: 0.2025|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:36:53 || Estimated Time: 1 day, 17:04:17
2023-07-13 20:41:44,463 semantic_segmentation INFO: Iters: 7830/50000 || Lr: 0.017158 || Task Loss: 0.4024 || KD Loss: 0.2042|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:37:27 || Estimated Time: 1 day, 17:03:37
2023-07-13 20:42:18,687 semantic_segmentation INFO: Iters: 7840/50000 || Lr: 0.017154 || Task Loss: 0.4924 || KD Loss: 0.2650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 17:02:57
2023-07-13 20:42:52,851 semantic_segmentation INFO: Iters: 7850/50000 || Lr: 0.017151 || Task Loss: 0.5057 || KD Loss: 0.2368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:38:35 || Estimated Time: 1 day, 17:02:18
2023-07-13 20:43:27,119 semantic_segmentation INFO: Iters: 7860/50000 || Lr: 0.017147 || Task Loss: 0.5175 || KD Loss: 0.2861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:39:10 || Estimated Time: 1 day, 17:01:38
2023-07-13 20:44:01,553 semantic_segmentation INFO: Iters: 7870/50000 || Lr: 0.017143 || Task Loss: 0.5165 || KD Loss: 0.2381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:39:44 || Estimated Time: 1 day, 17:01:00
2023-07-13 20:44:36,115 semantic_segmentation INFO: Iters: 7880/50000 || Lr: 0.017140 || Task Loss: 0.7047 || KD Loss: 0.3362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:40:19 || Estimated Time: 1 day, 17:00:22
2023-07-13 20:45:10,617 semantic_segmentation INFO: Iters: 7890/50000 || Lr: 0.017136 || Task Loss: 0.6537 || KD Loss: 0.3299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:40:53 || Estimated Time: 1 day, 16:59:44
2023-07-13 20:45:45,098 semantic_segmentation INFO: Iters: 7900/50000 || Lr: 0.017132 || Task Loss: 0.4155 || KD Loss: 0.1847|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1254|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:41:28 || Estimated Time: 1 day, 16:59:06
2023-07-13 20:46:19,569 semantic_segmentation INFO: Iters: 7910/50000 || Lr: 0.017129 || Task Loss: 0.3793 || KD Loss: 0.1765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:42:02 || Estimated Time: 1 day, 16:58:28
2023-07-13 20:46:54,047 semantic_segmentation INFO: Iters: 7920/50000 || Lr: 0.017125 || Task Loss: 0.6186 || KD Loss: 0.3234|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1274|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:42:37 || Estimated Time: 1 day, 16:57:50
2023-07-13 20:47:28,526 semantic_segmentation INFO: Iters: 7930/50000 || Lr: 0.017121 || Task Loss: 0.6188 || KD Loss: 0.3683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1277|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:43:11 || Estimated Time: 1 day, 16:57:12
2023-07-13 20:48:02,826 semantic_segmentation INFO: Iters: 7940/50000 || Lr: 0.017118 || Task Loss: 0.5274 || KD Loss: 0.2374|| 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: 7:43:45 || Estimated Time: 1 day, 16:56:33
2023-07-13 20:48:37,139 semantic_segmentation INFO: Iters: 7950/50000 || Lr: 0.017114 || Task Loss: 0.5569 || KD Loss: 0.2927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:44:20 || Estimated Time: 1 day, 16:55:54
2023-07-13 20:49:11,465 semantic_segmentation INFO: Iters: 7960/50000 || Lr: 0.017111 || Task Loss: 0.3658 || KD Loss: 0.1958|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 16:55:15
2023-07-13 20:49:45,829 semantic_segmentation INFO: Iters: 7970/50000 || Lr: 0.017107 || Task Loss: 0.3647 || KD Loss: 0.1836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:45:28 || Estimated Time: 1 day, 16:54:37
2023-07-13 20:50:20,223 semantic_segmentation INFO: Iters: 7980/50000 || Lr: 0.017103 || Task Loss: 0.4417 || KD Loss: 0.2077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:46:03 || Estimated Time: 1 day, 16:53:58
2023-07-13 20:50:54,597 semantic_segmentation INFO: Iters: 7990/50000 || Lr: 0.017100 || Task Loss: 0.3842 || KD Loss: 0.1996|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:46:37 || Estimated Time: 1 day, 16:53:20
2023-07-13 20:51:28,804 semantic_segmentation INFO: Iters: 8000/50000 || Lr: 0.017096 || Task Loss: 0.5577 || KD Loss: 0.2725|| 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: 7:47:11 || Estimated Time: 1 day, 16:52:40
2023-07-13 20:51:29,018 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-13 20:51:29,650 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.914, mIoU: 0.321
2023-07-13 20:51:29,770 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.937, mIoU: 0.355
2023-07-13 20:51:29,896 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.936, mIoU: 0.348
2023-07-13 20:51:30,027 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.935, mIoU: 0.344
2023-07-13 20:51:30,152 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.931, mIoU: 0.328
2023-07-13 20:51:30,279 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.930, mIoU: 0.329
2023-07-13 20:51:30,402 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.927, mIoU: 0.334
2023-07-13 20:51:30,526 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.927, mIoU: 0.344
2023-07-13 20:51:30,650 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.926, mIoU: 0.350
2023-07-13 20:51:30,775 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.922, mIoU: 0.374
2023-07-13 20:51:30,897 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.919, mIoU: 0.378
2023-07-13 20:51:31,014 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.917, mIoU: 0.413
2023-07-13 20:51:31,142 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.914, mIoU: 0.409
2023-07-13 20:51:31,277 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.913, mIoU: 0.404
2023-07-13 20:51:31,402 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.910, mIoU: 0.399
2023-07-13 20:51:31,532 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.910, mIoU: 0.399
2023-07-13 20:51:31,659 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.910, mIoU: 0.407
2023-07-13 20:51:31,787 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.911, mIoU: 0.409
2023-07-13 20:51:31,914 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.906, mIoU: 0.414
2023-07-13 20:51:32,038 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.905, mIoU: 0.420
2023-07-13 20:51:32,162 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.906, mIoU: 0.424
2023-07-13 20:51:32,287 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.898, mIoU: 0.418
2023-07-13 20:51:32,412 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.899, mIoU: 0.418
2023-07-13 20:51:32,535 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.896, mIoU: 0.422
2023-07-13 20:51:32,653 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.896, mIoU: 0.442
2023-07-13 20:51:32,781 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.896, mIoU: 0.444
2023-07-13 20:51:32,915 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.896, mIoU: 0.443
2023-07-13 20:51:33,041 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.895, mIoU: 0.441
2023-07-13 20:51:33,170 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.893, mIoU: 0.438
2023-07-13 20:51:33,296 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.892, mIoU: 0.435
2023-07-13 20:51:33,424 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.892, mIoU: 0.436
2023-07-13 20:51:33,553 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.893, mIoU: 0.436
2023-07-13 20:51:33,678 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.895, mIoU: 0.438
2023-07-13 20:51:33,799 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.893, mIoU: 0.436
2023-07-13 20:51:33,921 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.894, mIoU: 0.439
2023-07-13 20:51:34,040 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.894, mIoU: 0.438
2023-07-13 20:51:34,159 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.895, mIoU: 0.438
2023-07-13 20:51:34,276 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.894, mIoU: 0.437
2023-07-13 20:51:34,403 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.893, mIoU: 0.438
2023-07-13 20:51:34,537 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.894, mIoU: 0.438
2023-07-13 20:51:34,664 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.894, mIoU: 0.436
2023-07-13 20:51:34,790 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.895, mIoU: 0.436
2023-07-13 20:51:34,912 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.896, mIoU: 0.437
2023-07-13 20:51:35,035 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.897, mIoU: 0.438
2023-07-13 20:51:35,159 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.897, mIoU: 0.438
2023-07-13 20:51:35,281 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.898, mIoU: 0.437
2023-07-13 20:51:35,400 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.899, mIoU: 0.437
2023-07-13 20:51:35,517 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.900, mIoU: 0.436
2023-07-13 20:51:35,646 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.900, mIoU: 0.438
2023-07-13 20:51:35,779 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.900, mIoU: 0.437
2023-07-13 20:51:35,908 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.900, mIoU: 0.436
2023-07-13 20:51:36,037 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.898, mIoU: 0.442
2023-07-13 20:51:36,167 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.897, mIoU: 0.439
2023-07-13 20:51:36,293 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.896, mIoU: 0.434
2023-07-13 20:51:36,419 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.893, mIoU: 0.431
2023-07-13 20:51:36,542 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.893, mIoU: 0.430
2023-07-13 20:51:36,666 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.894, mIoU: 0.431
2023-07-13 20:51:36,795 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.894, mIoU: 0.435
2023-07-13 20:51:36,923 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.894, mIoU: 0.438
2023-07-13 20:51:37,047 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.894, mIoU: 0.438
2023-07-13 20:51:37,168 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.892, mIoU: 0.436
2023-07-13 20:51:37,295 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.892, mIoU: 0.438
2023-07-13 20:51:37,422 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.892, mIoU: 0.437
2023-07-13 20:51:37,547 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.891, mIoU: 0.437
2023-07-13 20:51:37,676 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.889, mIoU: 0.436
2023-07-13 20:51:37,805 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.889, mIoU: 0.436
2023-07-13 20:51:37,932 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.888, mIoU: 0.434
2023-07-13 20:51:38,059 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.887, mIoU: 0.434
2023-07-13 20:51:38,183 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.887, mIoU: 0.434
2023-07-13 20:51:38,309 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.887, mIoU: 0.433
2023-07-13 20:51:38,436 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.887, mIoU: 0.433
2023-07-13 20:51:38,563 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.887, mIoU: 0.432
2023-07-13 20:51:38,686 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.887, mIoU: 0.431
2023-07-13 20:51:38,805 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.888, mIoU: 0.430
2023-07-13 20:51:38,932 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.888, mIoU: 0.431
2023-07-13 20:51:39,062 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.888, mIoU: 0.430
2023-07-13 20:51:39,189 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.888, mIoU: 0.431
2023-07-13 20:51:39,316 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.888, mIoU: 0.431
2023-07-13 20:51:39,444 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.888, mIoU: 0.431
2023-07-13 20:51:39,573 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.888, mIoU: 0.432
2023-07-13 20:51:39,700 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.888, mIoU: 0.434
2023-07-13 20:51:39,824 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.888, mIoU: 0.434
2023-07-13 20:51:39,948 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.888, mIoU: 0.433
2023-07-13 20:51:40,071 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.886, mIoU: 0.431
2023-07-13 20:51:40,193 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.884, mIoU: 0.430
2023-07-13 20:51:40,313 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.884, mIoU: 0.431
2023-07-13 20:51:40,433 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.883, mIoU: 0.432
2023-07-13 20:51:40,566 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.884, mIoU: 0.432
2023-07-13 20:51:40,700 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.884, mIoU: 0.432
2023-07-13 20:51:40,828 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.884, mIoU: 0.432
2023-07-13 20:51:40,955 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.885, mIoU: 0.433
2023-07-13 20:51:41,081 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.884, mIoU: 0.432
2023-07-13 20:51:41,211 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.884, mIoU: 0.432
2023-07-13 20:51:41,340 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.884, mIoU: 0.432
2023-07-13 20:51:41,464 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.885, mIoU: 0.433
2023-07-13 20:51:41,586 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.885, mIoU: 0.433
2023-07-13 20:51:41,709 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.885, mIoU: 0.431
2023-07-13 20:51:41,830 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.885, mIoU: 0.432
2023-07-13 20:51:41,949 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.884, mIoU: 0.433
2023-07-13 20:51:42,066 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.883, mIoU: 0.431
2023-07-13 20:51:42,196 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.881, mIoU: 0.431
2023-07-13 20:51:42,331 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.881, mIoU: 0.431
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2023-07-13 20:52:23,850 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.899, mIoU: 0.429
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2023-07-13 20:52:31,108 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.902, mIoU: 0.434
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2023-07-13 20:52:31,358 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.902, mIoU: 0.434
2023-07-13 20:52:31,481 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.902, mIoU: 0.434
2023-07-13 20:52:31,602 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.902, mIoU: 0.435
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2023-07-13 20:52:31,839 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.902, mIoU: 0.435
2023-07-13 20:52:31,968 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.902, mIoU: 0.435
2023-07-13 20:52:32,101 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.902, mIoU: 0.435
2023-07-13 20:52:32,231 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.902, mIoU: 0.435
2023-07-13 20:52:32,363 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.902, mIoU: 0.435
2023-07-13 20:52:32,497 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.902, mIoU: 0.435
2023-07-13 20:52:32,625 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.902, mIoU: 0.435
2023-07-13 20:52:32,753 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.902, mIoU: 0.435
2023-07-13 20:53:07,237 semantic_segmentation INFO: Iters: 8010/50000 || Lr: 0.017092 || Task Loss: 0.8539 || KD Loss: 0.4516|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:48:50 || Estimated Time: 1 day, 16:57:38
2023-07-13 20:53:41,462 semantic_segmentation INFO: Iters: 8020/50000 || Lr: 0.017089 || Task Loss: 0.6001 || KD Loss: 0.3392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:49:24 || Estimated Time: 1 day, 16:56:58
2023-07-13 20:54:15,678 semantic_segmentation INFO: Iters: 8030/50000 || Lr: 0.017085 || Task Loss: 0.3889 || KD Loss: 0.1916|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:49:58 || Estimated Time: 1 day, 16:56:18
2023-07-13 20:54:49,930 semantic_segmentation INFO: Iters: 8040/50000 || Lr: 0.017081 || Task Loss: 0.3352 || KD Loss: 0.1386|| 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: 7:50:32 || Estimated Time: 1 day, 16:55:38
2023-07-13 20:55:24,150 semantic_segmentation INFO: Iters: 8050/50000 || Lr: 0.017078 || Task Loss: 0.6093 || KD Loss: 0.5635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1401|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:51:07 || Estimated Time: 1 day, 16:54:59
2023-07-13 20:55:58,529 semantic_segmentation INFO: Iters: 8060/50000 || Lr: 0.017074 || Task Loss: 1.0735 || KD Loss: 0.8352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:51:41 || Estimated Time: 1 day, 16:54:20
2023-07-13 20:56:32,891 semantic_segmentation INFO: Iters: 8070/50000 || Lr: 0.017070 || Task Loss: 0.4514 || KD Loss: 0.2033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1302|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 16:53:41
2023-07-13 20:57:07,223 semantic_segmentation INFO: Iters: 8080/50000 || Lr: 0.017067 || Task Loss: 0.5817 || KD Loss: 0.2761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1521|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:52:50 || Estimated Time: 1 day, 16:53:02
2023-07-13 20:57:41,569 semantic_segmentation INFO: Iters: 8090/50000 || Lr: 0.017063 || Task Loss: 0.6060 || KD Loss: 0.3503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1241|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:53:24 || Estimated Time: 1 day, 16:52:22
2023-07-13 20:58:15,969 semantic_segmentation INFO: Iters: 8100/50000 || Lr: 0.017059 || Task Loss: 0.3572 || KD Loss: 0.1657|| 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: 7:53:58 || Estimated Time: 1 day, 16:51:44
2023-07-13 20:58:50,274 semantic_segmentation INFO: Iters: 8110/50000 || Lr: 0.017056 || Task Loss: 0.5938 || KD Loss: 0.2955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1271|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:54:33 || Estimated Time: 1 day, 16:51:04
2023-07-13 20:59:24,627 semantic_segmentation INFO: Iters: 8120/50000 || Lr: 0.017052 || Task Loss: 0.4881 || KD Loss: 0.2432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1317|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:55:07 || Estimated Time: 1 day, 16:50:25
2023-07-13 20:59:58,918 semantic_segmentation INFO: Iters: 8130/50000 || Lr: 0.017048 || Task Loss: 0.5344 || KD Loss: 0.2662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1252|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 16:49:46
2023-07-13 21:00:33,220 semantic_segmentation INFO: Iters: 8140/50000 || Lr: 0.017045 || Task Loss: 0.4898 || KD Loss: 0.2657|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1418|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:56:16 || Estimated Time: 1 day, 16:49:07
2023-07-13 21:01:07,570 semantic_segmentation INFO: Iters: 8150/50000 || Lr: 0.017041 || Task Loss: 0.5376 || KD Loss: 0.2295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1285|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:56:50 || Estimated Time: 1 day, 16:48:28
2023-07-13 21:01:41,865 semantic_segmentation INFO: Iters: 8160/50000 || Lr: 0.017037 || Task Loss: 0.3134 || KD Loss: 0.1374|| 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: 7:57:24 || Estimated Time: 1 day, 16:47:49
2023-07-13 21:02:16,187 semantic_segmentation INFO: Iters: 8170/50000 || Lr: 0.017034 || Task Loss: 0.3584 || KD Loss: 0.1815|| 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: 7:57:59 || Estimated Time: 1 day, 16:47:09
2023-07-13 21:02:50,456 semantic_segmentation INFO: Iters: 8180/50000 || Lr: 0.017030 || Task Loss: 0.4040 || KD Loss: 0.1915|| 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: 7:58:33 || Estimated Time: 1 day, 16:46:30
2023-07-13 21:03:24,785 semantic_segmentation INFO: Iters: 8190/50000 || Lr: 0.017026 || Task Loss: 0.3531 || KD Loss: 0.1339|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1289|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 16:45:51
2023-07-13 21:03:59,042 semantic_segmentation INFO: Iters: 8200/50000 || Lr: 0.017023 || Task Loss: 0.4632 || KD Loss: 0.2283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1252|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 7:59:42 || Estimated Time: 1 day, 16:45:12
2023-07-13 21:04:33,389 semantic_segmentation INFO: Iters: 8210/50000 || Lr: 0.017019 || Task Loss: 0.5267 || KD Loss: 0.2153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:00:16 || Estimated Time: 1 day, 16:44:33
2023-07-13 21:05:07,830 semantic_segmentation INFO: Iters: 8220/50000 || Lr: 0.017015 || Task Loss: 0.4891 || KD Loss: 0.2462|| 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: 8:00:50 || Estimated Time: 1 day, 16:43:54
2023-07-13 21:05:42,311 semantic_segmentation INFO: Iters: 8230/50000 || Lr: 0.017012 || Task Loss: 0.6341 || KD Loss: 0.3358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1266|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:01:25 || Estimated Time: 1 day, 16:43:16
2023-07-13 21:06:16,849 semantic_segmentation INFO: Iters: 8240/50000 || Lr: 0.017008 || Task Loss: 0.3866 || KD Loss: 0.1944|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:01:59 || Estimated Time: 1 day, 16:42:38
2023-07-13 21:06:51,422 semantic_segmentation INFO: Iters: 8250/50000 || Lr: 0.017004 || Task Loss: 0.8361 || KD Loss: 0.4949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1189|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 16:42:00
2023-07-13 21:07:25,863 semantic_segmentation INFO: Iters: 8260/50000 || Lr: 0.017001 || Task Loss: 0.4488 || KD Loss: 0.2084|| 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: 8:03:08 || Estimated Time: 1 day, 16:41:22
2023-07-13 21:08:00,264 semantic_segmentation INFO: Iters: 8270/50000 || Lr: 0.016997 || Task Loss: 0.4604 || KD Loss: 0.2255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:03:43 || Estimated Time: 1 day, 16:40:43
2023-07-13 21:08:34,639 semantic_segmentation INFO: Iters: 8280/50000 || Lr: 0.016993 || Task Loss: 0.4905 || KD Loss: 0.2315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:04:17 || Estimated Time: 1 day, 16:40:05
2023-07-13 21:09:09,023 semantic_segmentation INFO: Iters: 8290/50000 || Lr: 0.016990 || Task Loss: 0.4968 || KD Loss: 0.2890|| 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: 8:04:52 || Estimated Time: 1 day, 16:39:26
2023-07-13 21:09:43,294 semantic_segmentation INFO: Iters: 8300/50000 || Lr: 0.016986 || Task Loss: 0.6725 || KD Loss: 0.3509|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1239|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:05:26 || Estimated Time: 1 day, 16:38:47
2023-07-13 21:10:17,531 semantic_segmentation INFO: Iters: 8310/50000 || Lr: 0.016982 || Task Loss: 0.5837 || KD Loss: 0.3273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 16:38:08
2023-07-13 21:10:51,762 semantic_segmentation INFO: Iters: 8320/50000 || Lr: 0.016979 || Task Loss: 0.5929 || KD Loss: 0.3010|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1299|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:06:34 || Estimated Time: 1 day, 16:37:28
2023-07-13 21:11:26,023 semantic_segmentation INFO: Iters: 8330/50000 || Lr: 0.016975 || Task Loss: 0.4602 || KD Loss: 0.2150|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:07:09 || Estimated Time: 1 day, 16:36:49
2023-07-13 21:12:00,296 semantic_segmentation INFO: Iters: 8340/50000 || Lr: 0.016971 || Task Loss: 0.3465 || KD Loss: 0.1640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1222|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:07:43 || Estimated Time: 1 day, 16:36:10
2023-07-13 21:12:34,495 semantic_segmentation INFO: Iters: 8350/50000 || Lr: 0.016968 || Task Loss: 0.3579 || KD Loss: 0.1711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1291|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:08:17 || Estimated Time: 1 day, 16:35:30
2023-07-13 21:13:08,630 semantic_segmentation INFO: Iters: 8360/50000 || Lr: 0.016964 || Task Loss: 0.5037 || KD Loss: 0.2381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1301|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 16:34:50
2023-07-13 21:13:42,712 semantic_segmentation INFO: Iters: 8370/50000 || Lr: 0.016960 || Task Loss: 0.3631 || KD Loss: 0.1699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:09:25 || Estimated Time: 1 day, 16:34:11
2023-07-13 21:14:16,918 semantic_segmentation INFO: Iters: 8380/50000 || Lr: 0.016957 || Task Loss: 0.5602 || KD Loss: 0.2687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:09:59 || Estimated Time: 1 day, 16:33:31
2023-07-13 21:14:51,251 semantic_segmentation INFO: Iters: 8390/50000 || Lr: 0.016953 || Task Loss: 0.3918 || KD Loss: 0.2089|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:10:34 || Estimated Time: 1 day, 16:32:52
2023-07-13 21:15:25,704 semantic_segmentation INFO: Iters: 8400/50000 || Lr: 0.016949 || Task Loss: 0.5113 || KD Loss: 0.2443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:11:08 || Estimated Time: 1 day, 16:32:14
2023-07-13 21:16:00,107 semantic_segmentation INFO: Iters: 8410/50000 || Lr: 0.016946 || Task Loss: 0.4872 || KD Loss: 0.1858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:11:43 || Estimated Time: 1 day, 16:31:35
2023-07-13 21:16:34,561 semantic_segmentation INFO: Iters: 8420/50000 || Lr: 0.016942 || Task Loss: 0.5111 || KD Loss: 0.2316|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1257|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 16:30:58
2023-07-13 21:17:09,121 semantic_segmentation INFO: Iters: 8430/50000 || Lr: 0.016938 || Task Loss: 0.4402 || KD Loss: 0.2047|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1249|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:12:52 || Estimated Time: 1 day, 16:30:20
2023-07-13 21:17:43,534 semantic_segmentation INFO: Iters: 8440/50000 || Lr: 0.016935 || Task Loss: 0.5873 || KD Loss: 0.3167|| 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: 8:13:26 || Estimated Time: 1 day, 16:29:41
2023-07-13 21:18:17,883 semantic_segmentation INFO: Iters: 8450/50000 || Lr: 0.016931 || Task Loss: 0.5901 || KD Loss: 0.2944|| 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: 8:14:00 || Estimated Time: 1 day, 16:29:03
2023-07-13 21:18:52,231 semantic_segmentation INFO: Iters: 8460/50000 || Lr: 0.016927 || Task Loss: 0.5926 || KD Loss: 0.3086|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1241|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:14:35 || Estimated Time: 1 day, 16:28:24
2023-07-13 21:19:26,603 semantic_segmentation INFO: Iters: 8470/50000 || Lr: 0.016924 || Task Loss: 0.7259 || KD Loss: 0.3833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1307|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:15:09 || Estimated Time: 1 day, 16:27:45
2023-07-13 21:20:00,954 semantic_segmentation INFO: Iters: 8480/50000 || Lr: 0.016920 || Task Loss: 0.7549 || KD Loss: 0.4084|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1239|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:15:43 || Estimated Time: 1 day, 16:27:07
2023-07-13 21:20:35,233 semantic_segmentation INFO: Iters: 8490/50000 || Lr: 0.016916 || Task Loss: 0.5334 || KD Loss: 0.2853|| 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: 8:16:18 || Estimated Time: 1 day, 16:26:28
2023-07-13 21:21:09,541 semantic_segmentation INFO: Iters: 8500/50000 || Lr: 0.016913 || Task Loss: 0.5485 || KD Loss: 0.2768|| 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: 8:16:52 || Estimated Time: 1 day, 16:25:49
2023-07-13 21:21:43,772 semantic_segmentation INFO: Iters: 8510/50000 || Lr: 0.016909 || Task Loss: 0.4717 || KD Loss: 0.2482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1243|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:17:26 || Estimated Time: 1 day, 16:25:10
2023-07-13 21:22:18,072 semantic_segmentation INFO: Iters: 8520/50000 || Lr: 0.016905 || Task Loss: 0.6137 || KD Loss: 0.2829|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:18:01 || Estimated Time: 1 day, 16:24:31
2023-07-13 21:22:52,353 semantic_segmentation INFO: Iters: 8530/50000 || Lr: 0.016902 || Task Loss: 0.4668 || KD Loss: 0.2051|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1256|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:18:35 || Estimated Time: 1 day, 16:23:52
2023-07-13 21:23:26,599 semantic_segmentation INFO: Iters: 8540/50000 || Lr: 0.016898 || Task Loss: 0.5422 || KD Loss: 0.2896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:19:09 || Estimated Time: 1 day, 16:23:13
2023-07-13 21:24:00,907 semantic_segmentation INFO: Iters: 8550/50000 || Lr: 0.016894 || Task Loss: 0.4598 || KD Loss: 0.2016|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1333|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 16:22:34
2023-07-13 21:24:35,105 semantic_segmentation INFO: Iters: 8560/50000 || Lr: 0.016891 || Task Loss: 0.5608 || KD Loss: 0.3049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:20:18 || Estimated Time: 1 day, 16:21:55
2023-07-13 21:25:09,404 semantic_segmentation INFO: Iters: 8570/50000 || Lr: 0.016887 || Task Loss: 0.4445 || KD Loss: 0.1994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1287|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:20:52 || Estimated Time: 1 day, 16:21:16
2023-07-13 21:25:43,836 semantic_segmentation INFO: Iters: 8580/50000 || Lr: 0.016883 || Task Loss: 0.4138 || KD Loss: 0.1797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:21:26 || Estimated Time: 1 day, 16:20:38
2023-07-13 21:26:18,307 semantic_segmentation INFO: Iters: 8590/50000 || Lr: 0.016880 || Task Loss: 0.4444 || KD Loss: 0.2021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:22:01 || Estimated Time: 1 day, 16:20:00
2023-07-13 21:26:52,834 semantic_segmentation INFO: Iters: 8600/50000 || Lr: 0.016876 || Task Loss: 0.5691 || KD Loss: 0.2661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1520|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:22:35 || Estimated Time: 1 day, 16:19:23
2023-07-13 21:27:27,352 semantic_segmentation INFO: Iters: 8610/50000 || Lr: 0.016872 || Task Loss: 0.6312 || KD Loss: 0.3171|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:23:10 || Estimated Time: 1 day, 16:18:45
2023-07-13 21:28:01,828 semantic_segmentation INFO: Iters: 8620/50000 || Lr: 0.016869 || Task Loss: 0.4935 || KD Loss: 0.2121|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:23:44 || Estimated Time: 1 day, 16:18:07
2023-07-13 21:28:36,230 semantic_segmentation INFO: Iters: 8630/50000 || Lr: 0.016865 || Task Loss: 0.4447 || KD Loss: 0.1695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1326|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:24:19 || Estimated Time: 1 day, 16:17:29
2023-07-13 21:29:10,491 semantic_segmentation INFO: Iters: 8640/50000 || Lr: 0.016861 || Task Loss: 0.5140 || KD Loss: 0.2392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:24:53 || Estimated Time: 1 day, 16:16:50
2023-07-13 21:29:44,786 semantic_segmentation INFO: Iters: 8650/50000 || Lr: 0.016858 || Task Loss: 0.4415 || KD Loss: 0.1906|| 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: 8:25:27 || Estimated Time: 1 day, 16:16:11
2023-07-13 21:30:19,022 semantic_segmentation INFO: Iters: 8660/50000 || Lr: 0.016854 || Task Loss: 0.6079 || KD Loss: 0.3055|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1218|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:26:02 || Estimated Time: 1 day, 16:15:32
2023-07-13 21:30:53,232 semantic_segmentation INFO: Iters: 8670/50000 || Lr: 0.016850 || Task Loss: 0.4164 || KD Loss: 0.1867|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:26:36 || Estimated Time: 1 day, 16:14:53
2023-07-13 21:31:27,423 semantic_segmentation INFO: Iters: 8680/50000 || Lr: 0.016847 || Task Loss: 0.5255 || KD Loss: 0.2746|| 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: 8:27:10 || Estimated Time: 1 day, 16:14:14
2023-07-13 21:32:01,610 semantic_segmentation INFO: Iters: 8690/50000 || Lr: 0.016843 || Task Loss: 0.6273 || KD Loss: 0.2899|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:27:44 || Estimated Time: 1 day, 16:13:35
2023-07-13 21:32:35,865 semantic_segmentation INFO: Iters: 8700/50000 || Lr: 0.016839 || Task Loss: 0.3417 || KD Loss: 0.1826|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:28:18 || Estimated Time: 1 day, 16:12:56
2023-07-13 21:33:10,323 semantic_segmentation INFO: Iters: 8710/50000 || Lr: 0.016836 || Task Loss: 0.6612 || KD Loss: 0.3077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1243|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:28:53 || Estimated Time: 1 day, 16:12:18
2023-07-13 21:33:44,889 semantic_segmentation INFO: Iters: 8720/50000 || Lr: 0.016832 || Task Loss: 0.3906 || KD Loss: 0.1960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:29:27 || Estimated Time: 1 day, 16:11:41
2023-07-13 21:34:19,477 semantic_segmentation INFO: Iters: 8730/50000 || Lr: 0.016828 || Task Loss: 1.0226 || KD Loss: 0.6076|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:30:02 || Estimated Time: 1 day, 16:11:03
2023-07-13 21:34:54,087 semantic_segmentation INFO: Iters: 8740/50000 || Lr: 0.016825 || Task Loss: 0.6434 || KD Loss: 0.3221|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:30:37 || Estimated Time: 1 day, 16:10:26
2023-07-13 21:35:28,649 semantic_segmentation INFO: Iters: 8750/50000 || Lr: 0.016821 || Task Loss: 0.3911 || KD Loss: 0.1839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:31:11 || Estimated Time: 1 day, 16:09:49
2023-07-13 21:36:03,107 semantic_segmentation INFO: Iters: 8760/50000 || Lr: 0.016817 || Task Loss: 0.4683 || KD Loss: 0.2101|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1266|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:31:46 || Estimated Time: 1 day, 16:09:11
2023-07-13 21:36:37,531 semantic_segmentation INFO: Iters: 8770/50000 || Lr: 0.016814 || Task Loss: 0.3900 || KD Loss: 0.1735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:32:20 || Estimated Time: 1 day, 16:08:33
2023-07-13 21:37:11,926 semantic_segmentation INFO: Iters: 8780/50000 || Lr: 0.016810 || Task Loss: 0.4913 || KD Loss: 0.2068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:32:54 || Estimated Time: 1 day, 16:07:55
2023-07-13 21:37:46,322 semantic_segmentation INFO: Iters: 8790/50000 || Lr: 0.016806 || Task Loss: 0.3462 || KD Loss: 0.1294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:33:29 || Estimated Time: 1 day, 16:07:17
2023-07-13 21:38:21,086 semantic_segmentation INFO: Iters: 8800/50000 || Lr: 0.016803 || Task Loss: 0.3994 || KD Loss: 0.1612|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:34:04 || Estimated Time: 1 day, 16:06:40
2023-07-13 21:38:21,277 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-13 21:38:21,862 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.885, mIoU: 0.303
2023-07-13 21:38:22,003 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.920, mIoU: 0.314
2023-07-13 21:38:22,127 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.924, mIoU: 0.325
2023-07-13 21:38:22,253 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.926, mIoU: 0.338
2023-07-13 21:38:22,378 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.916, mIoU: 0.329
2023-07-13 21:38:22,497 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.908, mIoU: 0.330
2023-07-13 21:38:22,625 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.912, mIoU: 0.343
2023-07-13 21:38:22,759 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.915, mIoU: 0.357
2023-07-13 21:38:22,885 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.917, mIoU: 0.369
2023-07-13 21:38:23,015 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.914, mIoU: 0.383
2023-07-13 21:38:23,141 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.913, mIoU: 0.388
2023-07-13 21:38:23,263 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.911, mIoU: 0.418
2023-07-13 21:38:23,385 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.910, mIoU: 0.420
2023-07-13 21:38:23,506 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.910, mIoU: 0.414
2023-07-13 21:38:23,625 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.909, mIoU: 0.419
2023-07-13 21:38:23,742 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.908, mIoU: 0.416
2023-07-13 21:38:23,873 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.908, mIoU: 0.419
2023-07-13 21:38:24,008 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.909, mIoU: 0.420
2023-07-13 21:38:24,134 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.908, mIoU: 0.426
2023-07-13 21:38:24,260 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.909, mIoU: 0.436
2023-07-13 21:38:24,390 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.911, mIoU: 0.440
2023-07-13 21:38:24,516 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.902, mIoU: 0.438
2023-07-13 21:38:24,640 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.903, mIoU: 0.438
2023-07-13 21:38:24,761 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.901, mIoU: 0.441
2023-07-13 21:38:24,891 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.900, mIoU: 0.459
2023-07-13 21:38:25,023 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.900, mIoU: 0.459
2023-07-13 21:38:25,151 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.900, mIoU: 0.457
2023-07-13 21:38:25,278 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.899, mIoU: 0.456
2023-07-13 21:38:25,402 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.897, mIoU: 0.453
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2023-07-13 21:38:27,031 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.898, mIoU: 0.449
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2023-07-13 21:39:16,162 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.908, mIoU: 0.461
2023-07-13 21:39:16,288 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.908, mIoU: 0.461
2023-07-13 21:39:16,413 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.908, mIoU: 0.461
2023-07-13 21:39:16,536 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.909, mIoU: 0.461
2023-07-13 21:39:16,656 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.909, mIoU: 0.461
2023-07-13 21:39:16,774 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.909, mIoU: 0.461
2023-07-13 21:39:16,897 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.909, mIoU: 0.461
2023-07-13 21:39:17,024 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.909, mIoU: 0.462
2023-07-13 21:39:17,156 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.909, mIoU: 0.462
2023-07-13 21:39:17,288 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.909, mIoU: 0.462
2023-07-13 21:39:17,415 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.909, mIoU: 0.462
2023-07-13 21:39:17,542 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.909, mIoU: 0.462
2023-07-13 21:39:17,671 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.909, mIoU: 0.462
2023-07-13 21:39:17,799 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.909, mIoU: 0.461
2023-07-13 21:39:17,927 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.910, mIoU: 0.461
2023-07-13 21:39:18,057 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.910, mIoU: 0.462
2023-07-13 21:39:18,185 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.910, mIoU: 0.462
2023-07-13 21:39:18,310 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.910, mIoU: 0.462
2023-07-13 21:39:18,434 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.910, mIoU: 0.462
2023-07-13 21:39:18,561 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.910, mIoU: 0.462
2023-07-13 21:39:18,689 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.910, mIoU: 0.463
2023-07-13 21:39:18,814 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.910, mIoU: 0.463
2023-07-13 21:39:18,945 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.910, mIoU: 0.463
2023-07-13 21:39:19,081 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.910, mIoU: 0.463
2023-07-13 21:39:19,210 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.910, mIoU: 0.463
2023-07-13 21:39:19,338 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.911, mIoU: 0.463
2023-07-13 21:39:19,462 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.911, mIoU: 0.463
2023-07-13 21:39:19,590 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.911, mIoU: 0.464
2023-07-13 21:39:19,722 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.911, mIoU: 0.464
2023-07-13 21:39:19,852 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.911, mIoU: 0.465
2023-07-13 21:39:19,975 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.911, mIoU: 0.465
2023-07-13 21:39:20,099 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.911, mIoU: 0.465
2023-07-13 21:39:20,217 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.911, mIoU: 0.465
2023-07-13 21:39:20,338 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.911, mIoU: 0.465
2023-07-13 21:39:20,456 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.911, mIoU: 0.465
2023-07-13 21:39:20,584 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.911, mIoU: 0.465
2023-07-13 21:39:20,720 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.911, mIoU: 0.465
2023-07-13 21:39:20,849 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.911, mIoU: 0.465
2023-07-13 21:39:20,978 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.911, mIoU: 0.465
2023-07-13 21:39:21,104 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.911, mIoU: 0.466
2023-07-13 21:39:21,233 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.911, mIoU: 0.466
2023-07-13 21:39:21,363 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.911, mIoU: 0.466
2023-07-13 21:39:21,493 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.911, mIoU: 0.466
2023-07-13 21:39:21,616 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.911, mIoU: 0.466
2023-07-13 21:39:21,738 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.911, mIoU: 0.466
2023-07-13 21:39:21,860 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.911, mIoU: 0.466
2023-07-13 21:39:21,980 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.911, mIoU: 0.466
2023-07-13 21:39:22,095 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.911, mIoU: 0.466
2023-07-13 21:39:22,224 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.911, mIoU: 0.466
2023-07-13 21:39:22,359 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.911, mIoU: 0.466
2023-07-13 21:39:22,488 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.911, mIoU: 0.466
2023-07-13 21:39:22,619 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.912, mIoU: 0.466
2023-07-13 21:39:22,750 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.912, mIoU: 0.466
2023-07-13 21:39:22,878 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.912, mIoU: 0.466
2023-07-13 21:39:23,007 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.912, mIoU: 0.466
2023-07-13 21:39:23,134 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.912, mIoU: 0.466
2023-07-13 21:39:23,257 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.912, mIoU: 0.466
2023-07-13 21:39:23,381 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.912, mIoU: 0.466
2023-07-13 21:39:23,503 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.912, mIoU: 0.466
2023-07-13 21:39:23,623 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.912, mIoU: 0.467
2023-07-13 21:39:23,741 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.912, mIoU: 0.467
2023-07-13 21:39:23,870 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.912, mIoU: 0.467
2023-07-13 21:39:24,003 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.912, mIoU: 0.467
2023-07-13 21:39:24,133 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.912, mIoU: 0.467
2023-07-13 21:39:24,263 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.912, mIoU: 0.467
2023-07-13 21:39:24,398 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.912, mIoU: 0.467
2023-07-13 21:39:24,525 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.912, mIoU: 0.467
2023-07-13 21:39:24,653 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.912, mIoU: 0.467
2023-07-13 21:39:24,778 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.912, mIoU: 0.467
2023-07-13 21:39:24,902 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.912, mIoU: 0.467
2023-07-13 21:39:25,026 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.912, mIoU: 0.467
2023-07-13 21:39:25,148 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.912, mIoU: 0.467
2023-07-13 21:39:25,266 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.912, mIoU: 0.467
2023-07-13 21:40:00,104 semantic_segmentation INFO: Iters: 8810/50000 || Lr: 0.016799 || Task Loss: 0.5326 || KD Loss: 0.2732|| 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: 8:35:43 || Estimated Time: 1 day, 16:11:04
2023-07-13 21:40:34,423 semantic_segmentation INFO: Iters: 8820/50000 || Lr: 0.016795 || Task Loss: 0.2671 || KD Loss: 0.1255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 16:10:26
2023-07-13 21:41:08,649 semantic_segmentation INFO: Iters: 8830/50000 || Lr: 0.016791 || Task Loss: 0.4901 || KD Loss: 0.2292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:36:51 || Estimated Time: 1 day, 16:09:46
2023-07-13 21:41:42,893 semantic_segmentation INFO: Iters: 8840/50000 || Lr: 0.016788 || Task Loss: 0.5434 || KD Loss: 0.2378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1323|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:37:25 || Estimated Time: 1 day, 16:09:07
2023-07-13 21:42:17,275 semantic_segmentation INFO: Iters: 8850/50000 || Lr: 0.016784 || Task Loss: 0.4679 || KD Loss: 0.2488|| 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: 8:38:00 || Estimated Time: 1 day, 16:08:28
2023-07-13 21:42:51,677 semantic_segmentation INFO: Iters: 8860/50000 || Lr: 0.016780 || Task Loss: 0.4238 || KD Loss: 0.2446|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1193|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:38:34 || Estimated Time: 1 day, 16:07:50
2023-07-13 21:43:26,219 semantic_segmentation INFO: Iters: 8870/50000 || Lr: 0.016777 || Task Loss: 0.4649 || KD Loss: 0.2388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:39:09 || Estimated Time: 1 day, 16:07:12
2023-07-13 21:44:00,706 semantic_segmentation INFO: Iters: 8880/50000 || Lr: 0.016773 || Task Loss: 0.3437 || KD Loss: 0.1507|| 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: 8:39:43 || Estimated Time: 1 day, 16:06:34
2023-07-13 21:44:35,181 semantic_segmentation INFO: Iters: 8890/50000 || Lr: 0.016769 || Task Loss: 0.3741 || KD Loss: 0.1750|| 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: 8:40:18 || Estimated Time: 1 day, 16:05:56
2023-07-13 21:45:09,573 semantic_segmentation INFO: Iters: 8900/50000 || Lr: 0.016766 || Task Loss: 0.4777 || KD Loss: 0.2438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:40:52 || Estimated Time: 1 day, 16:05:18
2023-07-13 21:45:44,058 semantic_segmentation INFO: Iters: 8910/50000 || Lr: 0.016762 || Task Loss: 0.3320 || KD Loss: 0.1521|| 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: 8:41:27 || Estimated Time: 1 day, 16:04:40
2023-07-13 21:46:18,330 semantic_segmentation INFO: Iters: 8920/50000 || Lr: 0.016758 || Task Loss: 0.6070 || KD Loss: 0.3242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:42:01 || Estimated Time: 1 day, 16:04:01
2023-07-13 21:46:52,547 semantic_segmentation INFO: Iters: 8930/50000 || Lr: 0.016755 || Task Loss: 0.4749 || KD Loss: 0.2094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:42:35 || Estimated Time: 1 day, 16:03:22
2023-07-13 21:47:26,802 semantic_segmentation INFO: Iters: 8940/50000 || Lr: 0.016751 || Task Loss: 0.5036 || KD Loss: 0.2646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 16:02:42
2023-07-13 21:48:01,115 semantic_segmentation INFO: Iters: 8950/50000 || Lr: 0.016747 || Task Loss: 0.4627 || KD Loss: 0.2542|| 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: 8:43:44 || Estimated Time: 1 day, 16:02:04
2023-07-13 21:48:35,493 semantic_segmentation INFO: Iters: 8960/50000 || Lr: 0.016744 || Task Loss: 0.4052 || KD Loss: 0.1882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1222|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:44:18 || Estimated Time: 1 day, 16:01:25
2023-07-13 21:49:10,019 semantic_segmentation INFO: Iters: 8970/50000 || Lr: 0.016740 || Task Loss: 0.4327 || KD Loss: 0.2150|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:44:53 || Estimated Time: 1 day, 16:00:48
2023-07-13 21:49:44,595 semantic_segmentation INFO: Iters: 8980/50000 || Lr: 0.016736 || Task Loss: 0.4000 || KD Loss: 0.2106|| 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: 8:45:27 || Estimated Time: 1 day, 16:00:10
2023-07-13 21:50:19,304 semantic_segmentation INFO: Iters: 8990/50000 || Lr: 0.016733 || Task Loss: 0.6023 || KD Loss: 0.2903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1356|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:46:02 || Estimated Time: 1 day, 15:59:33
2023-07-13 21:50:53,998 semantic_segmentation INFO: Iters: 9000/50000 || Lr: 0.016729 || Task Loss: 0.4990 || KD Loss: 0.2250|| 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: 8:46:36 || Estimated Time: 1 day, 15:58:56
2023-07-13 21:51:28,651 semantic_segmentation INFO: Iters: 9010/50000 || Lr: 0.016725 || Task Loss: 0.4418 || KD Loss: 0.2393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1289|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:47:11 || Estimated Time: 1 day, 15:58:19
2023-07-13 21:52:03,443 semantic_segmentation INFO: Iters: 9020/50000 || Lr: 0.016722 || Task Loss: 0.4866 || KD Loss: 0.2717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:47:46 || Estimated Time: 1 day, 15:57:42
2023-07-13 21:52:38,228 semantic_segmentation INFO: Iters: 9030/50000 || Lr: 0.016718 || Task Loss: 0.5837 || KD Loss: 0.3205|| 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: 8:48:21 || Estimated Time: 1 day, 15:57:06
2023-07-13 21:53:13,061 semantic_segmentation INFO: Iters: 9040/50000 || Lr: 0.016714 || Task Loss: 0.5198 || KD Loss: 0.2674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:48:56 || Estimated Time: 1 day, 15:56:29
2023-07-13 21:53:47,877 semantic_segmentation INFO: Iters: 9050/50000 || Lr: 0.016711 || Task Loss: 0.4388 || KD Loss: 0.1981|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1256|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:49:30 || Estimated Time: 1 day, 15:55:53
2023-07-13 21:54:22,666 semantic_segmentation INFO: Iters: 9060/50000 || Lr: 0.016707 || Task Loss: 0.4781 || KD Loss: 0.2392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1294|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:50:05 || Estimated Time: 1 day, 15:55:16
2023-07-13 21:54:57,507 semantic_segmentation INFO: Iters: 9070/50000 || Lr: 0.016703 || Task Loss: 0.5714 || KD Loss: 0.2579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:50:40 || Estimated Time: 1 day, 15:54:40
2023-07-13 21:55:32,289 semantic_segmentation INFO: Iters: 9080/50000 || Lr: 0.016700 || Task Loss: 0.4832 || KD Loss: 0.2211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1400|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:51:15 || Estimated Time: 1 day, 15:54:03
2023-07-13 21:56:07,129 semantic_segmentation INFO: Iters: 9090/50000 || Lr: 0.016696 || Task Loss: 0.3979 || KD Loss: 0.1935|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:51:50 || Estimated Time: 1 day, 15:53:27
2023-07-13 21:56:41,953 semantic_segmentation INFO: Iters: 9100/50000 || Lr: 0.016692 || Task Loss: 0.3559 || KD Loss: 0.1601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:52:24 || Estimated Time: 1 day, 15:52:51
2023-07-13 21:57:16,721 semantic_segmentation INFO: Iters: 9110/50000 || Lr: 0.016689 || Task Loss: 0.5184 || KD Loss: 0.2317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1249|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:52:59 || Estimated Time: 1 day, 15:52:15
2023-07-13 21:57:51,568 semantic_segmentation INFO: Iters: 9120/50000 || Lr: 0.016685 || Task Loss: 0.5149 || KD Loss: 0.2606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:53:34 || Estimated Time: 1 day, 15:51:38
2023-07-13 21:58:26,394 semantic_segmentation INFO: Iters: 9130/50000 || Lr: 0.016681 || Task Loss: 0.4619 || KD Loss: 0.2398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1223|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:54:09 || Estimated Time: 1 day, 15:51:02
2023-07-13 21:59:01,217 semantic_segmentation INFO: Iters: 9140/50000 || Lr: 0.016678 || Task Loss: 0.4844 || KD Loss: 0.2458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1242|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:54:44 || Estimated Time: 1 day, 15:50:25
2023-07-13 21:59:36,020 semantic_segmentation INFO: Iters: 9150/50000 || Lr: 0.016674 || Task Loss: 0.3375 || KD Loss: 0.1546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:55:19 || Estimated Time: 1 day, 15:49:49
2023-07-13 22:00:10,853 semantic_segmentation INFO: Iters: 9160/50000 || Lr: 0.016670 || Task Loss: 0.4261 || KD Loss: 0.2493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:55:53 || Estimated Time: 1 day, 15:49:12
2023-07-13 22:00:45,630 semantic_segmentation INFO: Iters: 9170/50000 || Lr: 0.016667 || Task Loss: 0.3310 || KD Loss: 0.1613|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:56:28 || Estimated Time: 1 day, 15:48:36
2023-07-13 22:01:20,613 semantic_segmentation INFO: Iters: 9180/50000 || Lr: 0.016663 || Task Loss: 0.5678 || KD Loss: 0.3568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:57:03 || Estimated Time: 1 day, 15:48:00
2023-07-13 22:01:55,476 semantic_segmentation INFO: Iters: 9190/50000 || Lr: 0.016659 || Task Loss: 0.5190 || KD Loss: 0.2555|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1266|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:57:38 || Estimated Time: 1 day, 15:47:24
2023-07-13 22:02:30,340 semantic_segmentation INFO: Iters: 9200/50000 || Lr: 0.016656 || Task Loss: 0.5885 || KD Loss: 0.2637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1227|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:58:13 || Estimated Time: 1 day, 15:46:48
2023-07-13 22:03:05,298 semantic_segmentation INFO: Iters: 9210/50000 || Lr: 0.016652 || Task Loss: 0.4988 || KD Loss: 0.2259|| 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: 8:58:48 || Estimated Time: 1 day, 15:46:12
2023-07-13 22:03:40,177 semantic_segmentation INFO: Iters: 9220/50000 || Lr: 0.016648 || Task Loss: 0.3851 || KD Loss: 0.1999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1219|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:59:23 || Estimated Time: 1 day, 15:45:36
2023-07-13 22:04:15,335 semantic_segmentation INFO: Iters: 9230/50000 || Lr: 0.016645 || Task Loss: 0.9100 || KD Loss: 0.5237|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1261|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 8:59:58 || Estimated Time: 1 day, 15:45:01
2023-07-13 22:04:50,150 semantic_segmentation INFO: Iters: 9240/50000 || Lr: 0.016641 || Task Loss: 0.5454 || KD Loss: 0.2722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1220|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:00:33 || Estimated Time: 1 day, 15:44:25
2023-07-13 22:05:25,182 semantic_segmentation INFO: Iters: 9250/50000 || Lr: 0.016637 || Task Loss: 0.4981 || KD Loss: 0.2402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1282|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:01:08 || Estimated Time: 1 day, 15:43:50
2023-07-13 22:06:00,338 semantic_segmentation INFO: Iters: 9260/50000 || Lr: 0.016634 || Task Loss: 0.6280 || KD Loss: 0.4029|| 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: 9:01:43 || Estimated Time: 1 day, 15:43:15
2023-07-13 22:06:35,523 semantic_segmentation INFO: Iters: 9270/50000 || Lr: 0.016630 || Task Loss: 0.6041 || KD Loss: 0.2534|| 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: 9:02:18 || Estimated Time: 1 day, 15:42:40
2023-07-13 22:07:10,648 semantic_segmentation INFO: Iters: 9280/50000 || Lr: 0.016626 || Task Loss: 0.5439 || KD Loss: 0.2783|| 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: 9:02:53 || Estimated Time: 1 day, 15:42:05
2023-07-13 22:07:45,894 semantic_segmentation INFO: Iters: 9290/50000 || Lr: 0.016623 || Task Loss: 0.4623 || KD Loss: 0.2255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1229|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:03:28 || Estimated Time: 1 day, 15:41:31
2023-07-13 22:08:20,927 semantic_segmentation INFO: Iters: 9300/50000 || Lr: 0.016619 || Task Loss: 0.4314 || KD Loss: 0.2358|| 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: 9:04:03 || Estimated Time: 1 day, 15:40:55
2023-07-13 22:08:55,975 semantic_segmentation INFO: Iters: 9310/50000 || Lr: 0.016615 || Task Loss: 0.5014 || KD Loss: 0.2366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:04:38 || Estimated Time: 1 day, 15:40:20
2023-07-13 22:09:31,277 semantic_segmentation INFO: Iters: 9320/50000 || Lr: 0.016612 || Task Loss: 0.5083 || KD Loss: 0.2605|| 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: 9:05:14 || Estimated Time: 1 day, 15:39:45
2023-07-13 22:10:06,365 semantic_segmentation INFO: Iters: 9330/50000 || Lr: 0.016608 || Task Loss: 0.6385 || KD Loss: 0.3548|| 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: 9:05:49 || Estimated Time: 1 day, 15:39:11
2023-07-13 22:10:41,570 semantic_segmentation INFO: Iters: 9340/50000 || Lr: 0.016604 || Task Loss: 0.5584 || KD Loss: 0.2674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:06:24 || Estimated Time: 1 day, 15:38:36
2023-07-13 22:11:16,839 semantic_segmentation INFO: Iters: 9350/50000 || Lr: 0.016600 || Task Loss: 0.6012 || KD Loss: 0.2895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1354|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:06:59 || Estimated Time: 1 day, 15:38:02
2023-07-13 22:11:51,956 semantic_segmentation INFO: Iters: 9360/50000 || Lr: 0.016597 || Task Loss: 0.4245 || KD Loss: 0.1842|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:07:34 || Estimated Time: 1 day, 15:37:26
2023-07-13 22:12:27,675 semantic_segmentation INFO: Iters: 9370/50000 || Lr: 0.016593 || Task Loss: 0.5305 || KD Loss: 0.2433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1402|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:08:10 || Estimated Time: 1 day, 15:36:54
2023-07-13 22:13:02,701 semantic_segmentation INFO: Iters: 9380/50000 || Lr: 0.016589 || Task Loss: 0.5588 || KD Loss: 0.2617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:08:45 || Estimated Time: 1 day, 15:36:19
2023-07-13 22:13:38,091 semantic_segmentation INFO: Iters: 9390/50000 || Lr: 0.016586 || Task Loss: 0.3663 || KD Loss: 0.1895|| 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: 9:09:21 || Estimated Time: 1 day, 15:35:45
2023-07-13 22:14:13,457 semantic_segmentation INFO: Iters: 9400/50000 || Lr: 0.016582 || Task Loss: 0.3901 || KD Loss: 0.1769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:09:56 || Estimated Time: 1 day, 15:35:11
2023-07-13 22:14:48,548 semantic_segmentation INFO: Iters: 9410/50000 || Lr: 0.016578 || Task Loss: 0.5488 || KD Loss: 0.2331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1222|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:10:31 || Estimated Time: 1 day, 15:34:36
2023-07-13 22:15:24,061 semantic_segmentation INFO: Iters: 9420/50000 || Lr: 0.016575 || Task Loss: 0.4938 || KD Loss: 0.2911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:11:07 || Estimated Time: 1 day, 15:34:02
2023-07-13 22:15:59,276 semantic_segmentation INFO: Iters: 9430/50000 || Lr: 0.016571 || Task Loss: 0.4445 || KD Loss: 0.2045|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1369|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:11:42 || Estimated Time: 1 day, 15:33:28
2023-07-13 22:16:34,385 semantic_segmentation INFO: Iters: 9440/50000 || Lr: 0.016567 || Task Loss: 0.4956 || KD Loss: 0.2692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:12:17 || Estimated Time: 1 day, 15:32:53
2023-07-13 22:17:10,129 semantic_segmentation INFO: Iters: 9450/50000 || Lr: 0.016564 || Task Loss: 0.4683 || KD Loss: 0.2414|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1238|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:12:53 || Estimated Time: 1 day, 15:32:20
2023-07-13 22:17:45,261 semantic_segmentation INFO: Iters: 9460/50000 || Lr: 0.016560 || Task Loss: 0.6571 || KD Loss: 0.2901|| 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: 9:13:28 || Estimated Time: 1 day, 15:31:45
2023-07-13 22:18:20,649 semantic_segmentation INFO: Iters: 9470/50000 || Lr: 0.016556 || Task Loss: 0.4123 || KD Loss: 0.1918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:14:03 || Estimated Time: 1 day, 15:31:11
2023-07-13 22:18:56,113 semantic_segmentation INFO: Iters: 9480/50000 || Lr: 0.016553 || Task Loss: 0.5294 || KD Loss: 0.2397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:14:39 || Estimated Time: 1 day, 15:30:38
2023-07-13 22:19:31,611 semantic_segmentation INFO: Iters: 9490/50000 || Lr: 0.016549 || Task Loss: 0.3580 || KD Loss: 0.1488|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 15:30:05
2023-07-13 22:20:07,068 semantic_segmentation INFO: Iters: 9500/50000 || Lr: 0.016545 || Task Loss: 0.4447 || KD Loss: 0.1753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1239|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:15:50 || Estimated Time: 1 day, 15:29:31
2023-07-13 22:20:42,635 semantic_segmentation INFO: Iters: 9510/50000 || Lr: 0.016542 || Task Loss: 0.8764 || KD Loss: 0.4310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:16:25 || Estimated Time: 1 day, 15:28:58
2023-07-13 22:21:17,940 semantic_segmentation INFO: Iters: 9520/50000 || Lr: 0.016538 || Task Loss: 0.6539 || KD Loss: 0.3691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1241|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:17:00 || Estimated Time: 1 day, 15:28:24
2023-07-13 22:21:53,670 semantic_segmentation INFO: Iters: 9530/50000 || Lr: 0.016534 || Task Loss: 0.3929 || KD Loss: 0.1976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:17:36 || Estimated Time: 1 day, 15:27:51
2023-07-13 22:22:28,890 semantic_segmentation INFO: Iters: 9540/50000 || Lr: 0.016531 || Task Loss: 0.4481 || KD Loss: 0.2083|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1281|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:18:11 || Estimated Time: 1 day, 15:27:16
2023-07-13 22:23:04,450 semantic_segmentation INFO: Iters: 9550/50000 || Lr: 0.016527 || Task Loss: 0.6654 || KD Loss: 0.3108|| 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: 9:18:47 || Estimated Time: 1 day, 15:26:43
2023-07-13 22:23:39,999 semantic_segmentation INFO: Iters: 9560/50000 || Lr: 0.016523 || Task Loss: 0.6008 || KD Loss: 0.2691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1316|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:19:22 || Estimated Time: 1 day, 15:26:10
2023-07-13 22:24:15,455 semantic_segmentation INFO: Iters: 9570/50000 || Lr: 0.016520 || Task Loss: 0.4354 || KD Loss: 0.2196|| 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: 9:19:58 || Estimated Time: 1 day, 15:25:36
2023-07-13 22:24:50,768 semantic_segmentation INFO: Iters: 9580/50000 || Lr: 0.016516 || Task Loss: 0.5405 || KD Loss: 0.2162|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:20:33 || Estimated Time: 1 day, 15:25:02
2023-07-13 22:25:26,474 semantic_segmentation INFO: Iters: 9590/50000 || Lr: 0.016512 || Task Loss: 0.4001 || KD Loss: 0.1766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1212|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:21:09 || Estimated Time: 1 day, 15:24:29
2023-07-13 22:26:01,826 semantic_segmentation INFO: Iters: 9600/50000 || Lr: 0.016509 || Task Loss: 0.4784 || KD Loss: 0.2259|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1247|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:21:44 || Estimated Time: 1 day, 15:23:55
2023-07-13 22:26:01,897 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-13 22:26:02,511 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.903, mIoU: 0.325
2023-07-13 22:26:02,642 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.935, mIoU: 0.356
2023-07-13 22:26:02,775 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.935, mIoU: 0.353
2023-07-13 22:26:02,908 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.936, mIoU: 0.364
2023-07-13 22:26:03,038 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.935, mIoU: 0.356
2023-07-13 22:26:03,173 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.938, mIoU: 0.361
2023-07-13 22:26:03,310 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.937, mIoU: 0.364
2023-07-13 22:26:03,443 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.936, mIoU: 0.371
2023-07-13 22:26:03,578 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.935, mIoU: 0.398
2023-07-13 22:26:03,715 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.929, mIoU: 0.419
2023-07-13 22:26:03,849 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.927, mIoU: 0.424
2023-07-13 22:26:03,985 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.923, mIoU: 0.453
2023-07-13 22:26:04,121 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.921, mIoU: 0.452
2023-07-13 22:26:04,254 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.921, mIoU: 0.444
2023-07-13 22:26:04,385 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.919, mIoU: 0.442
2023-07-13 22:26:04,515 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.918, mIoU: 0.440
2023-07-13 22:26:04,649 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.917, mIoU: 0.440
2023-07-13 22:26:04,784 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.917, mIoU: 0.441
2023-07-13 22:26:04,915 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.915, mIoU: 0.447
2023-07-13 22:26:05,049 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.912, mIoU: 0.454
2023-07-13 22:26:05,183 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.909, mIoU: 0.454
2023-07-13 22:26:05,312 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.901, mIoU: 0.452
2023-07-13 22:26:05,445 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.902, mIoU: 0.451
2023-07-13 22:26:05,579 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.901, mIoU: 0.458
2023-07-13 22:26:05,711 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.899, mIoU: 0.474
2023-07-13 22:26:05,842 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.899, mIoU: 0.477
2023-07-13 22:26:05,974 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.899, mIoU: 0.473
2023-07-13 22:26:06,104 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.899, mIoU: 0.471
2023-07-13 22:26:06,237 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.896, mIoU: 0.468
2023-07-13 22:26:06,372 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.896, mIoU: 0.469
2023-07-13 22:26:06,503 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.897, mIoU: 0.470
2023-07-13 22:26:06,631 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.897, mIoU: 0.470
2023-07-13 22:26:06,756 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.899, mIoU: 0.472
2023-07-13 22:26:06,887 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.898, mIoU: 0.470
2023-07-13 22:26:07,020 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.898, mIoU: 0.474
2023-07-13 22:26:07,149 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.899, mIoU: 0.473
2023-07-13 22:26:07,278 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.899, mIoU: 0.473
2023-07-13 22:26:07,410 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.898, mIoU: 0.471
2023-07-13 22:26:07,537 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.897, mIoU: 0.471
2023-07-13 22:26:07,667 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.898, mIoU: 0.471
2023-07-13 22:26:07,802 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.899, mIoU: 0.469
2023-07-13 22:26:07,933 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.899, mIoU: 0.468
2023-07-13 22:26:08,063 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.900, mIoU: 0.471
2023-07-13 22:26:08,197 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.901, mIoU: 0.471
2023-07-13 22:26:08,330 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.901, mIoU: 0.471
2023-07-13 22:26:08,464 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.902, mIoU: 0.469
2023-07-13 22:26:08,592 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.903, mIoU: 0.470
2023-07-13 22:26:08,725 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.904, mIoU: 0.469
2023-07-13 22:26:08,860 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.904, mIoU: 0.473
2023-07-13 22:26:08,990 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.904, mIoU: 0.473
2023-07-13 22:26:09,119 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.904, mIoU: 0.472
2023-07-13 22:26:09,248 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.902, mIoU: 0.471
2023-07-13 22:26:09,374 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.902, mIoU: 0.471
2023-07-13 22:26:09,517 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.901, mIoU: 0.467
2023-07-13 22:26:09,660 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.899, mIoU: 0.465
2023-07-13 22:26:09,804 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.899, mIoU: 0.462
2023-07-13 22:26:09,944 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.900, mIoU: 0.464
2023-07-13 22:26:10,085 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.900, mIoU: 0.468
2023-07-13 22:26:10,225 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.900, mIoU: 0.471
2023-07-13 22:26:10,364 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.900, mIoU: 0.470
2023-07-13 22:26:10,503 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.899, mIoU: 0.471
2023-07-13 22:26:10,643 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.898, mIoU: 0.473
2023-07-13 22:26:10,781 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.898, mIoU: 0.472
2023-07-13 22:26:10,918 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.898, mIoU: 0.475
2023-07-13 22:26:11,055 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.897, mIoU: 0.475
2023-07-13 22:26:11,191 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.897, mIoU: 0.475
2023-07-13 22:26:11,327 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.895, mIoU: 0.473
2023-07-13 22:26:11,461 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.895, mIoU: 0.475
2023-07-13 22:26:11,597 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.895, mIoU: 0.474
2023-07-13 22:26:11,732 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.895, mIoU: 0.474
2023-07-13 22:26:11,865 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.895, mIoU: 0.474
2023-07-13 22:26:11,998 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.896, mIoU: 0.474
2023-07-13 22:26:12,131 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.896, mIoU: 0.473
2023-07-13 22:26:12,263 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.897, mIoU: 0.473
2023-07-13 22:26:12,393 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.896, mIoU: 0.473
2023-07-13 22:26:12,525 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.896, mIoU: 0.473
2023-07-13 22:26:12,654 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.897, mIoU: 0.473
2023-07-13 22:26:12,789 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.897, mIoU: 0.473
2023-07-13 22:26:12,923 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.896, mIoU: 0.473
2023-07-13 22:26:13,055 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.896, mIoU: 0.474
2023-07-13 22:26:13,188 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.896, mIoU: 0.477
2023-07-13 22:26:13,318 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.896, mIoU: 0.477
2023-07-13 22:26:13,451 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.896, mIoU: 0.476
2023-07-13 22:26:13,585 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.894, mIoU: 0.474
2023-07-13 22:26:13,713 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.892, mIoU: 0.472
2023-07-13 22:26:13,847 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.892, mIoU: 0.473
2023-07-13 22:26:13,982 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.892, mIoU: 0.473
2023-07-13 22:26:14,115 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.892, mIoU: 0.473
2023-07-13 22:26:14,246 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.892, mIoU: 0.474
2023-07-13 22:26:14,376 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.893, mIoU: 0.474
2023-07-13 22:26:14,505 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.893, mIoU: 0.474
2023-07-13 22:26:14,637 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.892, mIoU: 0.482
2023-07-13 22:26:14,770 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.892, mIoU: 0.481
2023-07-13 22:26:14,901 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.893, mIoU: 0.482
2023-07-13 22:26:15,033 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.894, mIoU: 0.482
2023-07-13 22:26:15,166 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.894, mIoU: 0.482
2023-07-13 22:26:15,296 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.893, mIoU: 0.481
2023-07-13 22:26:15,426 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.894, mIoU: 0.481
2023-07-13 22:26:15,553 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.893, mIoU: 0.480
2023-07-13 22:26:15,687 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.892, mIoU: 0.480
2023-07-13 22:26:15,822 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.890, mIoU: 0.479
2023-07-13 22:26:15,952 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.889, mIoU: 0.478
2023-07-13 22:26:16,079 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.889, mIoU: 0.478
2023-07-13 22:26:16,208 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.890, mIoU: 0.478
2023-07-13 22:26:16,337 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.890, mIoU: 0.478
2023-07-13 22:26:16,466 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.890, mIoU: 0.478
2023-07-13 22:26:16,597 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.891, mIoU: 0.478
2023-07-13 22:26:16,728 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.891, mIoU: 0.479
2023-07-13 22:26:16,859 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.891, mIoU: 0.478
2023-07-13 22:26:16,986 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.890, mIoU: 0.477
2023-07-13 22:26:17,118 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.890, mIoU: 0.477
2023-07-13 22:26:17,252 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.890, mIoU: 0.477
2023-07-13 22:26:17,380 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.890, mIoU: 0.477
2023-07-13 22:26:17,510 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.890, mIoU: 0.477
2023-07-13 22:26:17,644 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.891, mIoU: 0.477
2023-07-13 22:26:17,773 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.891, mIoU: 0.476
2023-07-13 22:26:17,903 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.891, mIoU: 0.476
2023-07-13 22:26:18,035 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.891, mIoU: 0.474
2023-07-13 22:26:18,165 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.890, mIoU: 0.475
2023-07-13 22:26:18,296 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.890, mIoU: 0.475
2023-07-13 22:26:18,424 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.891, mIoU: 0.475
2023-07-13 22:26:18,557 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.891, mIoU: 0.475
2023-07-13 22:26:18,690 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.891, mIoU: 0.475
2023-07-13 22:26:18,818 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.891, mIoU: 0.476
2023-07-13 22:26:18,947 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.890, mIoU: 0.477
2023-07-13 22:26:19,078 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.890, mIoU: 0.479
2023-07-13 22:26:19,206 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.890, mIoU: 0.480
2023-07-13 22:26:19,336 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.891, mIoU: 0.481
2023-07-13 22:26:19,463 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.891, mIoU: 0.480
2023-07-13 22:26:19,595 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.891, mIoU: 0.480
2023-07-13 22:26:19,727 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.892, mIoU: 0.480
2023-07-13 22:26:19,853 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.892, mIoU: 0.480
2023-07-13 22:26:19,985 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.892, mIoU: 0.480
2023-07-13 22:26:20,120 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.893, mIoU: 0.480
2023-07-13 22:26:20,251 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.893, mIoU: 0.479
2023-07-13 22:26:20,379 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.893, mIoU: 0.479
2023-07-13 22:26:20,507 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.893, mIoU: 0.479
2023-07-13 22:26:20,635 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.893, mIoU: 0.477
2023-07-13 22:26:20,780 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.892, mIoU: 0.476
2023-07-13 22:26:20,926 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.893, mIoU: 0.478
2023-07-13 22:26:21,068 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.892, mIoU: 0.479
2023-07-13 22:26:21,209 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.893, mIoU: 0.479
2023-07-13 22:26:21,350 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.893, mIoU: 0.478
2023-07-13 22:26:21,491 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.893, mIoU: 0.479
2023-07-13 22:26:21,629 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.893, mIoU: 0.479
2023-07-13 22:26:21,767 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.893, mIoU: 0.479
2023-07-13 22:26:21,905 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.893, mIoU: 0.478
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2023-07-13 22:26:47,927 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.900, mIoU: 0.469
2023-07-13 22:26:48,060 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.900, mIoU: 0.470
2023-07-13 22:26:48,192 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.900, mIoU: 0.470
2023-07-13 22:26:48,320 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.901, mIoU: 0.470
2023-07-13 22:26:48,452 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.901, mIoU: 0.470
2023-07-13 22:26:48,586 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.901, mIoU: 0.470
2023-07-13 22:26:48,714 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.901, mIoU: 0.470
2023-07-13 22:26:48,847 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.901, mIoU: 0.470
2023-07-13 22:26:48,980 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.901, mIoU: 0.470
2023-07-13 22:26:49,110 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.901, mIoU: 0.471
2023-07-13 22:26:49,240 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.901, mIoU: 0.471
2023-07-13 22:26:49,371 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.901, mIoU: 0.471
2023-07-13 22:26:49,502 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.901, mIoU: 0.471
2023-07-13 22:26:49,634 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.901, mIoU: 0.471
2023-07-13 22:26:49,762 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.901, mIoU: 0.472
2023-07-13 22:26:49,894 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.901, mIoU: 0.472
2023-07-13 22:26:50,029 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.902, mIoU: 0.472
2023-07-13 22:26:50,157 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.902, mIoU: 0.472
2023-07-13 22:26:50,287 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.902, mIoU: 0.472
2023-07-13 22:26:50,419 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.902, mIoU: 0.473
2023-07-13 22:26:50,549 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.902, mIoU: 0.473
2023-07-13 22:26:50,681 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.902, mIoU: 0.473
2023-07-13 22:26:50,813 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.902, mIoU: 0.473
2023-07-13 22:26:50,943 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.902, mIoU: 0.474
2023-07-13 22:26:51,071 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.902, mIoU: 0.474
2023-07-13 22:26:51,198 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.903, mIoU: 0.475
2023-07-13 22:26:51,330 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.903, mIoU: 0.475
2023-07-13 22:26:51,464 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.903, mIoU: 0.475
2023-07-13 22:26:51,592 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.903, mIoU: 0.475
2023-07-13 22:26:51,723 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.903, mIoU: 0.475
2023-07-13 22:26:51,854 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.903, mIoU: 0.475
2023-07-13 22:26:51,983 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.903, mIoU: 0.475
2023-07-13 22:26:52,115 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.903, mIoU: 0.476
2023-07-13 22:26:52,248 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.903, mIoU: 0.476
2023-07-13 22:26:52,378 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.903, mIoU: 0.476
2023-07-13 22:26:52,509 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.903, mIoU: 0.476
2023-07-13 22:26:52,643 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.903, mIoU: 0.476
2023-07-13 22:26:52,774 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.904, mIoU: 0.477
2023-07-13 22:26:52,905 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.904, mIoU: 0.476
2023-07-13 22:26:53,034 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.904, mIoU: 0.477
2023-07-13 22:26:53,167 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.904, mIoU: 0.476
2023-07-13 22:26:53,303 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.904, mIoU: 0.476
2023-07-13 22:26:53,434 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.904, mIoU: 0.476
2023-07-13 22:26:53,564 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.904, mIoU: 0.477
2023-07-13 22:26:53,693 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.904, mIoU: 0.477
2023-07-13 22:26:53,820 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.904, mIoU: 0.477
2023-07-13 22:26:53,950 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.904, mIoU: 0.477
2023-07-13 22:26:54,084 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.904, mIoU: 0.477
2023-07-13 22:26:54,215 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.904, mIoU: 0.477
2023-07-13 22:26:54,345 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.904, mIoU: 0.478
2023-07-13 22:26:54,475 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.905, mIoU: 0.478
2023-07-13 22:26:54,607 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.905, mIoU: 0.478
2023-07-13 22:26:54,739 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.905, mIoU: 0.478
2023-07-13 22:26:54,865 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.905, mIoU: 0.478
2023-07-13 22:26:54,995 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.905, mIoU: 0.478
2023-07-13 22:26:55,127 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.905, mIoU: 0.478
2023-07-13 22:26:55,257 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.905, mIoU: 0.478
2023-07-13 22:26:55,387 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.906, mIoU: 0.478
2023-07-13 22:26:55,521 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.906, mIoU: 0.478
2023-07-13 22:26:55,653 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.906, mIoU: 0.478
2023-07-13 22:26:55,784 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.906, mIoU: 0.478
2023-07-13 22:26:55,912 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.906, mIoU: 0.479
2023-07-13 22:26:56,046 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.906, mIoU: 0.479
2023-07-13 22:26:56,178 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.906, mIoU: 0.479
2023-07-13 22:26:56,306 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.906, mIoU: 0.480
2023-07-13 22:26:56,437 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.906, mIoU: 0.479
2023-07-13 22:26:56,571 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.906, mIoU: 0.480
2023-07-13 22:26:56,700 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.906, mIoU: 0.480
2023-07-13 22:26:56,831 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.907, mIoU: 0.480
2023-07-13 22:26:56,961 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.907, mIoU: 0.480
2023-07-13 22:26:57,090 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.907, mIoU: 0.480
2023-07-13 22:26:57,217 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.907, mIoU: 0.480
2023-07-13 22:26:57,342 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.907, mIoU: 0.480
2023-07-13 22:26:57,474 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.907, mIoU: 0.480
2023-07-13 22:26:57,608 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.907, mIoU: 0.480
2023-07-13 22:26:57,736 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.907, mIoU: 0.480
2023-07-13 22:26:57,867 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.907, mIoU: 0.480
2023-07-13 22:26:57,998 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.907, mIoU: 0.480
2023-07-13 22:26:58,129 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.907, mIoU: 0.480
2023-07-13 22:26:58,260 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.908, mIoU: 0.480
2023-07-13 22:26:58,392 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.908, mIoU: 0.480
2023-07-13 22:26:58,522 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.908, mIoU: 0.480
2023-07-13 22:26:58,653 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.908, mIoU: 0.480
2023-07-13 22:26:58,788 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.908, mIoU: 0.480
2023-07-13 22:26:58,921 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.908, mIoU: 0.481
2023-07-13 22:26:59,054 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.908, mIoU: 0.481
2023-07-13 22:26:59,182 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.908, mIoU: 0.481
2023-07-13 22:26:59,315 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.908, mIoU: 0.481
2023-07-13 22:26:59,449 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.908, mIoU: 0.481
2023-07-13 22:26:59,578 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.909, mIoU: 0.481
2023-07-13 22:26:59,708 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.909, mIoU: 0.481
2023-07-13 22:26:59,840 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.909, mIoU: 0.481
2023-07-13 22:26:59,969 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.909, mIoU: 0.481
2023-07-13 22:27:00,101 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.909, mIoU: 0.481
2023-07-13 22:27:00,234 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.909, mIoU: 0.481
2023-07-13 22:27:00,364 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.909, mIoU: 0.480
2023-07-13 22:27:00,495 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.909, mIoU: 0.480
2023-07-13 22:27:00,630 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.909, mIoU: 0.480
2023-07-13 22:27:00,763 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.909, mIoU: 0.480
2023-07-13 22:27:00,896 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.909, mIoU: 0.480
2023-07-13 22:27:01,024 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.909, mIoU: 0.480
2023-07-13 22:27:01,158 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.909, mIoU: 0.480
2023-07-13 22:27:01,293 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.910, mIoU: 0.480
2023-07-13 22:27:01,421 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.910, mIoU: 0.480
2023-07-13 22:27:01,552 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.910, mIoU: 0.480
2023-07-13 22:27:01,684 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.910, mIoU: 0.481
2023-07-13 22:27:01,814 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.910, mIoU: 0.481
2023-07-13 22:27:01,943 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.910, mIoU: 0.481
2023-07-13 22:27:02,073 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.910, mIoU: 0.481
2023-07-13 22:27:02,203 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.910, mIoU: 0.483
2023-07-13 22:27:02,333 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.910, mIoU: 0.483
2023-07-13 22:27:02,466 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.910, mIoU: 0.483
2023-07-13 22:27:02,600 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.910, mIoU: 0.483
2023-07-13 22:27:02,734 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.910, mIoU: 0.483
2023-07-13 22:27:02,859 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.910, mIoU: 0.484
2023-07-13 22:27:02,993 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.910, mIoU: 0.484
2023-07-13 22:27:03,128 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.910, mIoU: 0.484
2023-07-13 22:27:03,259 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.910, mIoU: 0.484
2023-07-13 22:27:03,387 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.911, mIoU: 0.484
2023-07-13 22:27:03,514 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.910, mIoU: 0.484
2023-07-13 22:27:03,641 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.910, mIoU: 0.484
2023-07-13 22:27:03,778 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.910, mIoU: 0.485
2023-07-13 22:27:03,916 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.910, mIoU: 0.485
2023-07-13 22:27:04,056 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.910, mIoU: 0.485
2023-07-13 22:27:04,196 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.910, mIoU: 0.485
2023-07-13 22:27:04,333 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.910, mIoU: 0.485
2023-07-13 22:27:04,471 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.910, mIoU: 0.485
2023-07-13 22:27:04,609 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.910, mIoU: 0.485
2023-07-13 22:27:04,747 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.911, mIoU: 0.485
2023-07-13 22:27:04,884 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.911, mIoU: 0.485
2023-07-13 22:27:05,018 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.911, mIoU: 0.486
2023-07-13 22:27:05,154 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.911, mIoU: 0.486
2023-07-13 22:27:05,290 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.911, mIoU: 0.486
2023-07-13 22:27:05,425 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.911, mIoU: 0.486
2023-07-13 22:27:05,559 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.911, mIoU: 0.486
2023-07-13 22:27:05,692 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.911, mIoU: 0.485
2023-07-13 22:27:05,827 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.911, mIoU: 0.485
2023-07-13 22:27:05,964 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.911, mIoU: 0.485
2023-07-13 22:27:06,098 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.911, mIoU: 0.486
2023-07-13 22:27:06,232 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.911, mIoU: 0.486
2023-07-13 22:27:06,368 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.911, mIoU: 0.486
2023-07-13 22:27:06,505 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.911, mIoU: 0.486
2023-07-13 22:27:06,639 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.911, mIoU: 0.486
2023-07-13 22:27:06,772 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.911, mIoU: 0.486
2023-07-13 22:27:06,908 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.911, mIoU: 0.486
2023-07-13 22:27:07,044 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.911, mIoU: 0.486
2023-07-13 22:27:07,179 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.911, mIoU: 0.487
2023-07-13 22:27:07,314 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.911, mIoU: 0.487
2023-07-13 22:27:07,448 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.911, mIoU: 0.487
2023-07-13 22:27:07,580 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.911, mIoU: 0.487
2023-07-13 22:27:07,713 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.911, mIoU: 0.487
2023-07-13 22:27:07,846 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.912, mIoU: 0.487
2023-07-13 22:27:07,973 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.912, mIoU: 0.487
2023-07-13 22:27:08,103 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.912, mIoU: 0.487
2023-07-13 22:27:08,233 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.912, mIoU: 0.487
2023-07-13 22:27:43,767 semantic_segmentation INFO: Iters: 9610/50000 || Lr: 0.016505 || Task Loss: 0.5233 || KD Loss: 0.2496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 15:28:01
2023-07-13 22:28:19,564 semantic_segmentation INFO: Iters: 9620/50000 || Lr: 0.016501 || Task Loss: 0.4848 || KD Loss: 0.2312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:24:02 || Estimated Time: 1 day, 15:27:29
2023-07-13 22:28:55,214 semantic_segmentation INFO: Iters: 9630/50000 || Lr: 0.016498 || Task Loss: 0.5668 || KD Loss: 0.2553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1283|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:24:38 || Estimated Time: 1 day, 15:26:56
2023-07-13 22:29:31,057 semantic_segmentation INFO: Iters: 9640/50000 || Lr: 0.016494 || Task Loss: 0.4196 || KD Loss: 0.1891|| 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: 9:25:14 || Estimated Time: 1 day, 15:26:23
2023-07-13 22:30:06,597 semantic_segmentation INFO: Iters: 9650/50000 || Lr: 0.016490 || Task Loss: 0.4929 || KD Loss: 0.2080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 15:25:49
2023-07-13 22:30:41,902 semantic_segmentation INFO: Iters: 9660/50000 || Lr: 0.016487 || Task Loss: 0.4085 || KD Loss: 0.1774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:26:24 || Estimated Time: 1 day, 15:25:15
2023-07-13 22:31:17,833 semantic_segmentation INFO: Iters: 9670/50000 || Lr: 0.016483 || Task Loss: 0.4896 || KD Loss: 0.2572|| 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: 9:27:00 || Estimated Time: 1 day, 15:24:43
2023-07-13 22:31:53,555 semantic_segmentation INFO: Iters: 9680/50000 || Lr: 0.016479 || Task Loss: 0.4192 || KD Loss: 0.2151|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:27:36 || Estimated Time: 1 day, 15:24:10
2023-07-13 22:32:28,983 semantic_segmentation INFO: Iters: 9690/50000 || Lr: 0.016475 || Task Loss: 0.6504 || KD Loss: 0.2798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 15:23:36
2023-07-13 22:33:04,548 semantic_segmentation INFO: Iters: 9700/50000 || Lr: 0.016472 || Task Loss: 0.8046 || KD Loss: 0.4289|| 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: 9:28:47 || Estimated Time: 1 day, 15:23:02
2023-07-13 22:33:40,227 semantic_segmentation INFO: Iters: 9710/50000 || Lr: 0.016468 || Task Loss: 0.4186 || KD Loss: 0.1772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1219|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:29:23 || Estimated Time: 1 day, 15:22:29
2023-07-13 22:34:15,736 semantic_segmentation INFO: Iters: 9720/50000 || Lr: 0.016464 || Task Loss: 0.2885 || KD Loss: 0.1454|| 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: 9:29:58 || Estimated Time: 1 day, 15:21:55
2023-07-13 22:34:51,489 semantic_segmentation INFO: Iters: 9730/50000 || Lr: 0.016461 || Task Loss: 0.4883 || KD Loss: 0.2037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1253|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 15:21:22
2023-07-13 22:35:27,220 semantic_segmentation INFO: Iters: 9740/50000 || Lr: 0.016457 || Task Loss: 0.4403 || KD Loss: 0.1932|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:31:10 || Estimated Time: 1 day, 15:20:49
2023-07-13 22:36:02,869 semantic_segmentation INFO: Iters: 9750/50000 || Lr: 0.016453 || Task Loss: 0.4297 || KD Loss: 0.1568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:31:45 || Estimated Time: 1 day, 15:20:16
2023-07-13 22:36:38,248 semantic_segmentation INFO: Iters: 9760/50000 || Lr: 0.016450 || Task Loss: 0.4181 || KD Loss: 0.1845|| 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: 9:32:21 || Estimated Time: 1 day, 15:19:42
2023-07-13 22:37:14,395 semantic_segmentation INFO: Iters: 9770/50000 || Lr: 0.016446 || Task Loss: 0.4569 || KD Loss: 0.1920|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:32:57 || Estimated Time: 1 day, 15:19:10
2023-07-13 22:37:49,962 semantic_segmentation INFO: Iters: 9780/50000 || Lr: 0.016442 || Task Loss: 0.3784 || KD Loss: 0.1524|| 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: 9:33:32 || Estimated Time: 1 day, 15:18:37
2023-07-13 22:38:25,380 semantic_segmentation INFO: Iters: 9790/50000 || Lr: 0.016439 || Task Loss: 0.4233 || KD Loss: 0.1980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1226|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:34:08 || Estimated Time: 1 day, 15:18:03
2023-07-13 22:39:01,135 semantic_segmentation INFO: Iters: 9800/50000 || Lr: 0.016435 || Task Loss: 0.3716 || KD Loss: 0.1782|| 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: 9:34:44 || Estimated Time: 1 day, 15:17:30
2023-07-13 22:39:36,844 semantic_segmentation INFO: Iters: 9810/50000 || Lr: 0.016431 || Task Loss: 0.4586 || KD Loss: 0.2058|| 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: 9:35:19 || Estimated Time: 1 day, 15:16:57
2023-07-13 22:40:12,623 semantic_segmentation INFO: Iters: 9820/50000 || Lr: 0.016428 || Task Loss: 0.3260 || KD Loss: 0.1471|| 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: 9:35:55 || Estimated Time: 1 day, 15:16:24
2023-07-13 22:40:48,430 semantic_segmentation INFO: Iters: 9830/50000 || Lr: 0.016424 || Task Loss: 0.4721 || KD Loss: 0.2797|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:36:31 || Estimated Time: 1 day, 15:15:51
2023-07-13 22:41:24,152 semantic_segmentation INFO: Iters: 9840/50000 || Lr: 0.016420 || Task Loss: 0.4134 || KD Loss: 0.1583|| 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: 9:37:07 || Estimated Time: 1 day, 15:15:18
2023-07-13 22:41:59,604 semantic_segmentation INFO: Iters: 9850/50000 || Lr: 0.016417 || Task Loss: 0.4161 || KD Loss: 0.1818|| 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: 9:37:42 || Estimated Time: 1 day, 15:14:44
2023-07-13 22:42:35,662 semantic_segmentation INFO: Iters: 9860/50000 || Lr: 0.016413 || Task Loss: 0.4101 || KD Loss: 0.1734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:38:18 || Estimated Time: 1 day, 15:14:13
2023-07-13 22:43:11,133 semantic_segmentation INFO: Iters: 9870/50000 || Lr: 0.016409 || Task Loss: 0.5659 || KD Loss: 0.2912|| 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: 9:38:54 || Estimated Time: 1 day, 15:13:38
2023-07-13 22:43:47,180 semantic_segmentation INFO: Iters: 9880/50000 || Lr: 0.016406 || Task Loss: 0.3777 || KD Loss: 0.1835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:39:30 || Estimated Time: 1 day, 15:13:07
2023-07-13 22:44:22,786 semantic_segmentation INFO: Iters: 9890/50000 || Lr: 0.016402 || Task Loss: 0.4294 || KD Loss: 0.2270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:40:05 || Estimated Time: 1 day, 15:12:33
2023-07-13 22:44:58,818 semantic_segmentation INFO: Iters: 9900/50000 || Lr: 0.016398 || Task Loss: 0.4809 || KD Loss: 0.2326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1322|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:40:41 || Estimated Time: 1 day, 15:12:01
2023-07-13 22:45:34,665 semantic_segmentation INFO: Iters: 9910/50000 || Lr: 0.016395 || Task Loss: 0.3383 || KD Loss: 0.1523|| 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: 9:41:17 || Estimated Time: 1 day, 15:11:29
2023-07-13 22:46:10,473 semantic_segmentation INFO: Iters: 9920/50000 || Lr: 0.016391 || Task Loss: 0.3942 || KD Loss: 0.1774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:41:53 || Estimated Time: 1 day, 15:10:56
2023-07-13 22:46:46,506 semantic_segmentation INFO: Iters: 9930/50000 || Lr: 0.016387 || Task Loss: 0.3851 || KD Loss: 0.1442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:42:29 || Estimated Time: 1 day, 15:10:24
2023-07-13 22:47:22,253 semantic_segmentation INFO: Iters: 9940/50000 || Lr: 0.016383 || Task Loss: 0.9276 || KD Loss: 0.5013|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1275|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:43:05 || Estimated Time: 1 day, 15:09:51
2023-07-13 22:47:57,904 semantic_segmentation INFO: Iters: 9950/50000 || Lr: 0.016380 || Task Loss: 0.4214 || KD Loss: 0.1779|| 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: 9:43:40 || Estimated Time: 1 day, 15:09:18
2023-07-13 22:48:33,733 semantic_segmentation INFO: Iters: 9960/50000 || Lr: 0.016376 || Task Loss: 0.6558 || KD Loss: 0.3442|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:44:16 || Estimated Time: 1 day, 15:08:45
2023-07-13 22:49:09,261 semantic_segmentation INFO: Iters: 9970/50000 || Lr: 0.016372 || Task Loss: 0.6244 || KD Loss: 0.2998|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:44:52 || Estimated Time: 1 day, 15:08:12
2023-07-13 22:49:45,278 semantic_segmentation INFO: Iters: 9980/50000 || Lr: 0.016369 || Task Loss: 0.6016 || KD Loss: 0.2855|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:45:28 || Estimated Time: 1 day, 15:07:40
2023-07-13 22:50:21,041 semantic_segmentation INFO: Iters: 9990/50000 || Lr: 0.016365 || Task Loss: 0.3665 || KD Loss: 0.1533|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 15:07:07
2023-07-13 22:50:56,669 semantic_segmentation INFO: Iters: 10000/50000 || Lr: 0.016361 || Task Loss: 0.5331 || KD Loss: 0.2399|| 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: 9:46:39 || Estimated Time: 1 day, 15:06:33
2023-07-13 22:51:32,929 semantic_segmentation INFO: Iters: 10010/50000 || Lr: 0.016358 || Task Loss: 0.3516 || KD Loss: 0.1547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:47:15 || Estimated Time: 1 day, 15:06:02
2023-07-13 22:52:08,453 semantic_segmentation INFO: Iters: 10020/50000 || Lr: 0.016354 || Task Loss: 0.5315 || KD Loss: 0.2579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:47:51 || Estimated Time: 1 day, 15:05:28
2023-07-13 22:52:44,418 semantic_segmentation INFO: Iters: 10030/50000 || Lr: 0.016350 || Task Loss: 0.5799 || KD Loss: 0.2884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 15:04:56
2023-07-13 22:53:20,486 semantic_segmentation INFO: Iters: 10040/50000 || Lr: 0.016347 || Task Loss: 0.3855 || KD Loss: 0.1750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:49:03 || Estimated Time: 1 day, 15:04:24
2023-07-13 22:53:56,131 semantic_segmentation INFO: Iters: 10050/50000 || Lr: 0.016343 || Task Loss: 0.3938 || KD Loss: 0.2020|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1261|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:49:39 || Estimated Time: 1 day, 15:03:51
2023-07-13 22:54:31,904 semantic_segmentation INFO: Iters: 10060/50000 || Lr: 0.016339 || Task Loss: 0.5387 || KD Loss: 0.1979|| 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: 9:50:14 || Estimated Time: 1 day, 15:03:18
2023-07-13 22:55:08,124 semantic_segmentation INFO: Iters: 10070/50000 || Lr: 0.016336 || Task Loss: 0.3758 || KD Loss: 0.1773|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:50:51 || Estimated Time: 1 day, 15:02:47
2023-07-13 22:55:43,762 semantic_segmentation INFO: Iters: 10080/50000 || Lr: 0.016332 || Task Loss: 0.5415 || KD Loss: 0.2724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1351|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:51:26 || Estimated Time: 1 day, 15:02:13
2023-07-13 22:56:20,046 semantic_segmentation INFO: Iters: 10090/50000 || Lr: 0.016328 || Task Loss: 0.4748 || KD Loss: 0.2016|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:52:03 || Estimated Time: 1 day, 15:01:42
2023-07-13 22:56:55,725 semantic_segmentation INFO: Iters: 10100/50000 || Lr: 0.016325 || Task Loss: 0.4631 || KD Loss: 0.1999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:52:38 || Estimated Time: 1 day, 15:01:09
2023-07-13 22:57:31,770 semantic_segmentation INFO: Iters: 10110/50000 || Lr: 0.016321 || Task Loss: 0.3925 || KD Loss: 0.1850|| 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: 9:53:14 || Estimated Time: 1 day, 15:00:37
2023-07-13 22:58:07,541 semantic_segmentation INFO: Iters: 10120/50000 || Lr: 0.016317 || Task Loss: 0.4898 || KD Loss: 0.2706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1260|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:53:50 || Estimated Time: 1 day, 15:00:04
2023-07-13 22:58:43,401 semantic_segmentation INFO: Iters: 10130/50000 || Lr: 0.016314 || Task Loss: 0.6364 || KD Loss: 0.3354|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:54:26 || Estimated Time: 1 day, 14:59:32
2023-07-13 22:59:19,247 semantic_segmentation INFO: Iters: 10140/50000 || Lr: 0.016310 || Task Loss: 0.6780 || KD Loss: 0.3652|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:55:02 || Estimated Time: 1 day, 14:58:59
2023-07-13 22:59:55,138 semantic_segmentation INFO: Iters: 10150/50000 || Lr: 0.016306 || Task Loss: 0.4435 || KD Loss: 0.1851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:55:38 || Estimated Time: 1 day, 14:58:26
2023-07-13 23:00:30,972 semantic_segmentation INFO: Iters: 10160/50000 || Lr: 0.016302 || Task Loss: 0.5567 || KD Loss: 0.2618|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:56:13 || Estimated Time: 1 day, 14:57:54
2023-07-13 23:01:07,113 semantic_segmentation INFO: Iters: 10170/50000 || Lr: 0.016299 || Task Loss: 0.3935 || KD Loss: 0.1986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:56:50 || Estimated Time: 1 day, 14:57:22
2023-07-13 23:01:42,858 semantic_segmentation INFO: Iters: 10180/50000 || Lr: 0.016295 || Task Loss: 0.4618 || KD Loss: 0.2536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:57:25 || Estimated Time: 1 day, 14:56:49
2023-07-13 23:02:18,860 semantic_segmentation INFO: Iters: 10190/50000 || Lr: 0.016291 || Task Loss: 0.4332 || KD Loss: 0.2114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1294|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:58:01 || Estimated Time: 1 day, 14:56:17
2023-07-13 23:02:54,782 semantic_segmentation INFO: Iters: 10200/50000 || Lr: 0.016288 || Task Loss: 0.5629 || KD Loss: 0.3282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 9:58:37 || Estimated Time: 1 day, 14:55:44
2023-07-13 23:03:30,519 semantic_segmentation INFO: Iters: 10210/50000 || Lr: 0.016284 || Task Loss: 0.3743 || KD Loss: 0.1788|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 14:55:11
2023-07-13 23:04:06,493 semantic_segmentation INFO: Iters: 10220/50000 || Lr: 0.016280 || Task Loss: 0.5503 || KD Loss: 0.2516|| 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: 9:59:49 || Estimated Time: 1 day, 14:54:39
2023-07-13 23:04:42,357 semantic_segmentation INFO: Iters: 10230/50000 || Lr: 0.016277 || Task Loss: 0.4856 || KD Loss: 0.2558|| 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: 10:00:25 || Estimated Time: 1 day, 14:54:06
2023-07-13 23:05:18,658 semantic_segmentation INFO: Iters: 10240/50000 || Lr: 0.016273 || Task Loss: 0.3496 || KD Loss: 0.1675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:01:01 || Estimated Time: 1 day, 14:53:35
2023-07-13 23:05:54,555 semantic_segmentation INFO: Iters: 10250/50000 || Lr: 0.016269 || Task Loss: 0.4637 || KD Loss: 0.2005|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:01:37 || Estimated Time: 1 day, 14:53:03
2023-07-13 23:06:30,630 semantic_segmentation INFO: Iters: 10260/50000 || Lr: 0.016266 || Task Loss: 0.3739 || KD Loss: 0.1461|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:02:13 || Estimated Time: 1 day, 14:52:31
2023-07-13 23:07:06,420 semantic_segmentation INFO: Iters: 10270/50000 || Lr: 0.016262 || Task Loss: 0.4162 || KD Loss: 0.2070|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:02:49 || Estimated Time: 1 day, 14:51:58
2023-07-13 23:07:42,361 semantic_segmentation INFO: Iters: 10280/50000 || Lr: 0.016258 || Task Loss: 0.3443 || KD Loss: 0.1457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:03:25 || Estimated Time: 1 day, 14:51:25
2023-07-13 23:08:18,377 semantic_segmentation INFO: Iters: 10290/50000 || Lr: 0.016255 || Task Loss: 0.5914 || KD Loss: 0.2550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:04:01 || Estimated Time: 1 day, 14:50:53
2023-07-13 23:08:54,501 semantic_segmentation INFO: Iters: 10300/50000 || Lr: 0.016251 || Task Loss: 0.4498 || KD Loss: 0.2069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:04:37 || Estimated Time: 1 day, 14:50:21
2023-07-13 23:09:30,597 semantic_segmentation INFO: Iters: 10310/50000 || Lr: 0.016247 || Task Loss: 0.5149 || KD Loss: 0.2178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:05:13 || Estimated Time: 1 day, 14:49:50
2023-07-13 23:10:06,397 semantic_segmentation INFO: Iters: 10320/50000 || Lr: 0.016244 || Task Loss: 0.2971 || KD Loss: 0.1207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 14:49:17
2023-07-13 23:10:42,190 semantic_segmentation INFO: Iters: 10330/50000 || Lr: 0.016240 || Task Loss: 0.5064 || KD Loss: 0.3001|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:06:25 || Estimated Time: 1 day, 14:48:44
2023-07-13 23:11:18,268 semantic_segmentation INFO: Iters: 10340/50000 || Lr: 0.016236 || Task Loss: 0.3824 || KD Loss: 0.1690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1247|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:07:01 || Estimated Time: 1 day, 14:48:12
2023-07-13 23:11:54,260 semantic_segmentation INFO: Iters: 10350/50000 || Lr: 0.016233 || Task Loss: 0.4840 || KD Loss: 0.2139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:07:37 || Estimated Time: 1 day, 14:47:39
2023-07-13 23:12:30,447 semantic_segmentation INFO: Iters: 10360/50000 || Lr: 0.016229 || Task Loss: 0.3980 || KD Loss: 0.1801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:08:13 || Estimated Time: 1 day, 14:47:08
2023-07-13 23:13:06,198 semantic_segmentation INFO: Iters: 10370/50000 || Lr: 0.016225 || Task Loss: 0.7657 || KD Loss: 0.4046|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:08:49 || Estimated Time: 1 day, 14:46:35
2023-07-13 23:13:42,382 semantic_segmentation INFO: Iters: 10380/50000 || Lr: 0.016221 || Task Loss: 0.4647 || KD Loss: 0.2168|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1341|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:09:25 || Estimated Time: 1 day, 14:46:03
2023-07-13 23:14:18,352 semantic_segmentation INFO: Iters: 10390/50000 || Lr: 0.016218 || Task Loss: 0.3258 || KD Loss: 0.1725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1225|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:10:01 || Estimated Time: 1 day, 14:45:31
2023-07-13 23:14:54,738 semantic_segmentation INFO: Iters: 10400/50000 || Lr: 0.016214 || Task Loss: 0.5174 || KD Loss: 0.2882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:10:37 || Estimated Time: 1 day, 14:45:00
2023-07-13 23:14:54,817 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-13 23:14:55,444 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.871, mIoU: 0.309
2023-07-13 23:14:55,574 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.918, mIoU: 0.376
2023-07-13 23:14:55,701 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.924, mIoU: 0.357
2023-07-13 23:14:55,827 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.929, mIoU: 0.380
2023-07-13 23:14:55,956 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.925, mIoU: 0.368
2023-07-13 23:14:56,090 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.920, mIoU: 0.366
2023-07-13 23:14:56,221 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.922, mIoU: 0.378
2023-07-13 23:14:56,351 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.924, mIoU: 0.387
2023-07-13 23:14:56,480 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.925, mIoU: 0.395
2023-07-13 23:14:56,612 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.921, mIoU: 0.411
2023-07-13 23:14:56,743 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.921, mIoU: 0.410
2023-07-13 23:14:56,870 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.918, mIoU: 0.441
2023-07-13 23:14:56,998 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.917, mIoU: 0.447
2023-07-13 23:14:57,128 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.916, mIoU: 0.441
2023-07-13 23:14:57,256 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.914, mIoU: 0.444
2023-07-13 23:14:57,384 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.913, mIoU: 0.442
2023-07-13 23:14:57,511 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.913, mIoU: 0.445
2023-07-13 23:14:57,643 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.914, mIoU: 0.446
2023-07-13 23:14:57,775 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.913, mIoU: 0.453
2023-07-13 23:14:57,900 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.914, mIoU: 0.461
2023-07-13 23:14:58,033 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.916, mIoU: 0.464
2023-07-13 23:14:58,168 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.912, mIoU: 0.476
2023-07-13 23:14:58,298 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.912, mIoU: 0.474
2023-07-13 23:14:58,426 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.910, mIoU: 0.478
2023-07-13 23:14:58,554 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.908, mIoU: 0.493
2023-07-13 23:14:58,681 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.908, mIoU: 0.497
2023-07-13 23:14:58,813 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.908, mIoU: 0.496
2023-07-13 23:14:58,946 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.908, mIoU: 0.495
2023-07-13 23:14:59,079 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.907, mIoU: 0.498
2023-07-13 23:14:59,214 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.906, mIoU: 0.496
2023-07-13 23:14:59,347 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.906, mIoU: 0.497
2023-07-13 23:14:59,483 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.906, mIoU: 0.497
2023-07-13 23:14:59,619 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.908, mIoU: 0.499
2023-07-13 23:14:59,751 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.907, mIoU: 0.497
2023-07-13 23:14:59,884 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.907, mIoU: 0.500
2023-07-13 23:15:00,018 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.907, mIoU: 0.499
2023-07-13 23:15:00,150 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.908, mIoU: 0.499
2023-07-13 23:15:00,280 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.906, mIoU: 0.497
2023-07-13 23:15:00,410 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.906, mIoU: 0.497
2023-07-13 23:15:00,539 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.907, mIoU: 0.498
2023-07-13 23:15:00,673 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.907, mIoU: 0.498
2023-07-13 23:15:00,809 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.908, mIoU: 0.497
2023-07-13 23:15:00,941 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.908, mIoU: 0.499
2023-07-13 23:15:01,074 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.909, mIoU: 0.499
2023-07-13 23:15:01,209 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.909, mIoU: 0.499
2023-07-13 23:15:01,340 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.910, mIoU: 0.497
2023-07-13 23:15:01,473 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.911, mIoU: 0.497
2023-07-13 23:15:01,607 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.912, mIoU: 0.497
2023-07-13 23:15:01,740 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.912, mIoU: 0.503
2023-07-13 23:15:01,874 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.912, mIoU: 0.503
2023-07-13 23:15:02,002 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.911, mIoU: 0.502
2023-07-13 23:15:02,135 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.910, mIoU: 0.505
2023-07-13 23:15:02,270 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.910, mIoU: 0.505
2023-07-13 23:15:02,402 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.909, mIoU: 0.503
2023-07-13 23:15:02,532 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.908, mIoU: 0.501
2023-07-13 23:15:02,662 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.907, mIoU: 0.500
2023-07-13 23:15:02,791 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.908, mIoU: 0.501
2023-07-13 23:15:02,924 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.908, mIoU: 0.507
2023-07-13 23:15:03,059 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.908, mIoU: 0.510
2023-07-13 23:15:03,189 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.908, mIoU: 0.509
2023-07-13 23:15:03,321 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.908, mIoU: 0.512
2023-07-13 23:15:03,455 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.907, mIoU: 0.513
2023-07-13 23:15:03,586 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.907, mIoU: 0.512
2023-07-13 23:15:03,716 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.907, mIoU: 0.515
2023-07-13 23:15:03,844 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.907, mIoU: 0.517
2023-07-13 23:15:03,978 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.907, mIoU: 0.517
2023-07-13 23:15:04,112 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.905, mIoU: 0.514
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2023-07-13 23:15:04,896 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.905, mIoU: 0.513
2023-07-13 23:15:05,026 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.906, mIoU: 0.513
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2023-07-13 23:15:05,803 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.904, mIoU: 0.512
2023-07-13 23:15:05,935 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.904, mIoU: 0.513
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2023-07-13 23:15:06,327 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.902, mIoU: 0.510
2023-07-13 23:15:06,457 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.899, mIoU: 0.509
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2023-07-13 23:15:06,849 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.900, mIoU: 0.510
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2023-07-13 23:15:07,370 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.899, mIoU: 0.517
2023-07-13 23:15:07,499 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.899, mIoU: 0.516
2023-07-13 23:15:07,630 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.900, mIoU: 0.517
2023-07-13 23:15:07,764 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.901, mIoU: 0.517
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2023-07-13 23:15:08,021 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.900, mIoU: 0.515
2023-07-13 23:15:08,146 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.900, mIoU: 0.515
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2023-07-13 23:15:08,540 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.897, mIoU: 0.515
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2023-07-13 23:15:11,802 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.897, mIoU: 0.509
2023-07-13 23:15:11,933 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.897, mIoU: 0.510
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2023-07-13 23:15:12,587 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.899, mIoU: 0.509
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2023-07-13 23:15:12,843 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.900, mIoU: 0.509
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2023-07-13 23:15:17,162 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.900, mIoU: 0.501
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2023-07-13 23:15:29,887 semantic_segmentation INFO: Sample: 264, Validation pixAcc: 0.904, mIoU: 0.491
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2023-07-13 23:15:56,185 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.914, mIoU: 0.502
2023-07-13 23:15:56,320 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.914, mIoU: 0.501
2023-07-13 23:15:56,452 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.914, mIoU: 0.502
2023-07-13 23:15:56,584 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.914, mIoU: 0.502
2023-07-13 23:15:56,719 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.914, mIoU: 0.502
2023-07-13 23:15:56,850 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.914, mIoU: 0.502
2023-07-13 23:15:56,980 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.914, mIoU: 0.502
2023-07-13 23:15:57,112 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.914, mIoU: 0.502
2023-07-13 23:15:57,243 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.914, mIoU: 0.502
2023-07-13 23:15:57,374 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.914, mIoU: 0.502
2023-07-13 23:15:57,503 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.914, mIoU: 0.502
2023-07-13 23:15:57,633 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.914, mIoU: 0.502
2023-07-13 23:15:57,767 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.914, mIoU: 0.502
2023-07-13 23:15:57,897 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.914, mIoU: 0.502
2023-07-13 23:15:58,030 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.914, mIoU: 0.502
2023-07-13 23:15:58,166 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.915, mIoU: 0.502
2023-07-13 23:15:58,297 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.915, mIoU: 0.502
2023-07-13 23:15:58,430 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.915, mIoU: 0.502
2023-07-13 23:15:58,565 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.915, mIoU: 0.502
2023-07-13 23:15:58,696 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.915, mIoU: 0.502
2023-07-13 23:15:58,827 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.915, mIoU: 0.502
2023-07-13 23:15:58,961 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.915, mIoU: 0.502
2023-07-13 23:15:59,091 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.915, mIoU: 0.502
2023-07-13 23:15:59,223 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.915, mIoU: 0.502
2023-07-13 23:15:59,350 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.915, mIoU: 0.502
2023-07-13 23:15:59,483 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.915, mIoU: 0.502
2023-07-13 23:15:59,616 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.915, mIoU: 0.502
2023-07-13 23:15:59,743 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.915, mIoU: 0.502
2023-07-13 23:15:59,875 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.915, mIoU: 0.503
2023-07-13 23:16:00,011 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.915, mIoU: 0.503
2023-07-13 23:16:00,141 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.915, mIoU: 0.503
2023-07-13 23:16:00,274 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.915, mIoU: 0.503
2023-07-13 23:16:00,409 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.915, mIoU: 0.503
2023-07-13 23:16:00,540 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.915, mIoU: 0.503
2023-07-13 23:16:00,671 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.915, mIoU: 0.503
2023-07-13 23:16:00,805 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.915, mIoU: 0.503
2023-07-13 23:16:00,936 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.915, mIoU: 0.503
2023-07-13 23:16:37,407 semantic_segmentation INFO: Iters: 10410/50000 || Lr: 0.016210 || Task Loss: 0.5543 || KD Loss: 0.2548|| 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: 10:12:20 || Estimated Time: 1 day, 14:48:41
2023-07-13 23:17:13,433 semantic_segmentation INFO: Iters: 10420/50000 || Lr: 0.016207 || Task Loss: 0.4652 || KD Loss: 0.2270|| 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: 10:12:56 || Estimated Time: 1 day, 14:48:09
2023-07-13 23:17:49,519 semantic_segmentation INFO: Iters: 10430/50000 || Lr: 0.016203 || Task Loss: 0.4242 || KD Loss: 0.2210|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1334|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:13:32 || Estimated Time: 1 day, 14:47:36
2023-07-13 23:18:25,448 semantic_segmentation INFO: Iters: 10440/50000 || Lr: 0.016199 || Task Loss: 0.6215 || KD Loss: 0.3005|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:14:08 || Estimated Time: 1 day, 14:47:03
2023-07-13 23:19:01,546 semantic_segmentation INFO: Iters: 10450/50000 || Lr: 0.016196 || Task Loss: 0.3521 || KD Loss: 0.1305|| 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: 10:14:44 || Estimated Time: 1 day, 14:46:31
2023-07-13 23:19:37,691 semantic_segmentation INFO: Iters: 10460/50000 || Lr: 0.016192 || Task Loss: 0.4541 || KD Loss: 0.2092|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:15:20 || Estimated Time: 1 day, 14:45:59
2023-07-13 23:20:13,639 semantic_segmentation INFO: Iters: 10470/50000 || Lr: 0.016188 || Task Loss: 0.5898 || KD Loss: 0.3027|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:15:56 || Estimated Time: 1 day, 14:45:26
2023-07-13 23:20:49,743 semantic_segmentation INFO: Iters: 10480/50000 || Lr: 0.016185 || Task Loss: 0.4321 || KD Loss: 0.1747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:16:32 || Estimated Time: 1 day, 14:44:54
2023-07-13 23:21:25,921 semantic_segmentation INFO: Iters: 10490/50000 || Lr: 0.016181 || Task Loss: 0.5554 || KD Loss: 0.2828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:17:08 || Estimated Time: 1 day, 14:44:22
2023-07-13 23:22:02,052 semantic_segmentation INFO: Iters: 10500/50000 || Lr: 0.016177 || Task Loss: 0.4486 || KD Loss: 0.2183|| 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: 10:17:45 || Estimated Time: 1 day, 14:43:50
2023-07-13 23:22:38,008 semantic_segmentation INFO: Iters: 10510/50000 || Lr: 0.016174 || Task Loss: 0.5097 || KD Loss: 0.2520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:18:21 || Estimated Time: 1 day, 14:43:17
2023-07-13 23:23:14,134 semantic_segmentation INFO: Iters: 10520/50000 || Lr: 0.016170 || Task Loss: 0.5865 || KD Loss: 0.2750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:18:57 || Estimated Time: 1 day, 14:42:45
2023-07-13 23:23:50,385 semantic_segmentation INFO: Iters: 10530/50000 || Lr: 0.016166 || Task Loss: 0.3847 || KD Loss: 0.1630|| 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: 10:19:33 || Estimated Time: 1 day, 14:42:13
2023-07-13 23:24:26,177 semantic_segmentation INFO: Iters: 10540/50000 || Lr: 0.016162 || Task Loss: 0.5444 || KD Loss: 0.2595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:20:09 || Estimated Time: 1 day, 14:41:40
2023-07-13 23:25:02,288 semantic_segmentation INFO: Iters: 10550/50000 || Lr: 0.016159 || Task Loss: 0.2972 || KD Loss: 0.1341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:20:45 || Estimated Time: 1 day, 14:41:07
2023-07-13 23:25:38,189 semantic_segmentation INFO: Iters: 10560/50000 || Lr: 0.016155 || Task Loss: 0.6131 || KD Loss: 0.3820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 14:40:34
2023-07-13 23:26:14,281 semantic_segmentation INFO: Iters: 10570/50000 || Lr: 0.016151 || Task Loss: 0.4925 || KD Loss: 0.2323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:21:57 || Estimated Time: 1 day, 14:40:02
2023-07-13 23:26:50,653 semantic_segmentation INFO: Iters: 10580/50000 || Lr: 0.016148 || Task Loss: 0.4222 || KD Loss: 0.2169|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:22:33 || Estimated Time: 1 day, 14:39:31
2023-07-13 23:27:26,682 semantic_segmentation INFO: Iters: 10590/50000 || Lr: 0.016144 || Task Loss: 0.4060 || KD Loss: 0.2011|| 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: 10:23:09 || Estimated Time: 1 day, 14:38:58
2023-07-13 23:28:02,615 semantic_segmentation INFO: Iters: 10600/50000 || Lr: 0.016140 || Task Loss: 0.6409 || KD Loss: 0.3667|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1212|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:23:45 || Estimated Time: 1 day, 14:38:25
2023-07-13 23:28:38,752 semantic_segmentation INFO: Iters: 10610/50000 || Lr: 0.016137 || Task Loss: 0.4044 || KD Loss: 0.1895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:24:21 || Estimated Time: 1 day, 14:37:53
2023-07-13 23:29:14,679 semantic_segmentation INFO: Iters: 10620/50000 || Lr: 0.016133 || Task Loss: 0.3869 || KD Loss: 0.1741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:24:57 || Estimated Time: 1 day, 14:37:20
2023-07-13 23:29:50,751 semantic_segmentation INFO: Iters: 10630/50000 || Lr: 0.016129 || Task Loss: 0.5184 || KD Loss: 0.2270|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:25:33 || Estimated Time: 1 day, 14:36:47
2023-07-13 23:30:27,011 semantic_segmentation INFO: Iters: 10640/50000 || Lr: 0.016126 || Task Loss: 0.4243 || KD Loss: 0.2114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:26:10 || Estimated Time: 1 day, 14:36:16
2023-07-13 23:31:03,129 semantic_segmentation INFO: Iters: 10650/50000 || Lr: 0.016122 || Task Loss: 0.8631 || KD Loss: 0.4275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:26:46 || Estimated Time: 1 day, 14:35:43
2023-07-13 23:31:39,224 semantic_segmentation INFO: Iters: 10660/50000 || Lr: 0.016118 || Task Loss: 0.3937 || KD Loss: 0.1864|| 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: 10:27:22 || Estimated Time: 1 day, 14:35:11
2023-07-13 23:32:15,604 semantic_segmentation INFO: Iters: 10670/50000 || Lr: 0.016115 || Task Loss: 0.4783 || KD Loss: 0.2183|| 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: 10:27:58 || Estimated Time: 1 day, 14:34:39
2023-07-13 23:32:51,415 semantic_segmentation INFO: Iters: 10680/50000 || Lr: 0.016111 || Task Loss: 0.5821 || KD Loss: 0.3465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:28:34 || Estimated Time: 1 day, 14:34:06
2023-07-13 23:33:27,811 semantic_segmentation INFO: Iters: 10690/50000 || Lr: 0.016107 || Task Loss: 0.2995 || KD Loss: 0.1419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1212|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:29:10 || Estimated Time: 1 day, 14:33:35
2023-07-13 23:34:03,866 semantic_segmentation INFO: Iters: 10700/50000 || Lr: 0.016103 || Task Loss: 0.3575 || KD Loss: 0.2062|| 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: 10:29:46 || Estimated Time: 1 day, 14:33:02
2023-07-13 23:34:39,862 semantic_segmentation INFO: Iters: 10710/50000 || Lr: 0.016100 || Task Loss: 0.3961 || KD Loss: 0.1934|| 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: 10:30:22 || Estimated Time: 1 day, 14:32:29
2023-07-13 23:35:16,278 semantic_segmentation INFO: Iters: 10720/50000 || Lr: 0.016096 || Task Loss: 0.5192 || KD Loss: 0.2324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1289|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:30:59 || Estimated Time: 1 day, 14:31:58
2023-07-13 23:35:52,224 semantic_segmentation INFO: Iters: 10730/50000 || Lr: 0.016092 || Task Loss: 0.3435 || KD Loss: 0.1926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:31:35 || Estimated Time: 1 day, 14:31:25
2023-07-13 23:36:28,548 semantic_segmentation INFO: Iters: 10740/50000 || Lr: 0.016089 || Task Loss: 0.4420 || KD Loss: 0.1811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:32:11 || Estimated Time: 1 day, 14:30:54
2023-07-13 23:37:04,798 semantic_segmentation INFO: Iters: 10750/50000 || Lr: 0.016085 || Task Loss: 0.5811 || KD Loss: 0.2668|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1285|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:32:47 || Estimated Time: 1 day, 14:30:21
2023-07-13 23:37:41,023 semantic_segmentation INFO: Iters: 10760/50000 || Lr: 0.016081 || Task Loss: 0.5396 || KD Loss: 0.2284|| 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: 10:33:24 || Estimated Time: 1 day, 14:29:50
2023-07-13 23:38:17,411 semantic_segmentation INFO: Iters: 10770/50000 || Lr: 0.016078 || Task Loss: 0.5913 || KD Loss: 0.3191|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:34:00 || Estimated Time: 1 day, 14:29:18
2023-07-13 23:38:53,348 semantic_segmentation INFO: Iters: 10780/50000 || Lr: 0.016074 || Task Loss: 0.6909 || KD Loss: 0.3454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:34:36 || Estimated Time: 1 day, 14:28:45
2023-07-13 23:39:29,277 semantic_segmentation INFO: Iters: 10790/50000 || Lr: 0.016070 || Task Loss: 0.3438 || KD Loss: 0.1443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:35:12 || Estimated Time: 1 day, 14:28:12
2023-07-13 23:40:05,484 semantic_segmentation INFO: Iters: 10800/50000 || Lr: 0.016067 || Task Loss: 0.4766 || KD Loss: 0.2331|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:35:48 || Estimated Time: 1 day, 14:27:40
2023-07-13 23:40:41,507 semantic_segmentation INFO: Iters: 10810/50000 || Lr: 0.016063 || Task Loss: 0.6200 || KD Loss: 0.3345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:36:24 || Estimated Time: 1 day, 14:27:07
2023-07-13 23:41:17,832 semantic_segmentation INFO: Iters: 10820/50000 || Lr: 0.016059 || Task Loss: 0.4891 || KD Loss: 0.2515|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1189|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:37:00 || Estimated Time: 1 day, 14:26:35
2023-07-13 23:41:54,040 semantic_segmentation INFO: Iters: 10830/50000 || Lr: 0.016056 || Task Loss: 0.6347 || KD Loss: 0.3277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1316|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:37:37 || Estimated Time: 1 day, 14:26:03
2023-07-13 23:42:30,334 semantic_segmentation INFO: Iters: 10840/50000 || Lr: 0.016052 || Task Loss: 0.3889 || KD Loss: 0.1699|| 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: 10:38:13 || Estimated Time: 1 day, 14:25:31
2023-07-13 23:43:06,492 semantic_segmentation INFO: Iters: 10850/50000 || Lr: 0.016048 || Task Loss: 0.5676 || KD Loss: 0.2585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1289|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:38:49 || Estimated Time: 1 day, 14:24:59
2023-07-13 23:43:42,620 semantic_segmentation INFO: Iters: 10860/50000 || Lr: 0.016044 || Task Loss: 0.4266 || KD Loss: 0.1856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:39:25 || Estimated Time: 1 day, 14:24:27
2023-07-13 23:44:18,442 semantic_segmentation INFO: Iters: 10870/50000 || Lr: 0.016041 || Task Loss: 0.3361 || KD Loss: 0.1520|| 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: 10:40:01 || Estimated Time: 1 day, 14:23:53
2023-07-13 23:44:54,546 semantic_segmentation INFO: Iters: 10880/50000 || Lr: 0.016037 || Task Loss: 0.3967 || KD Loss: 0.1624|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1262|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 14:23:21
2023-07-13 23:45:30,920 semantic_segmentation INFO: Iters: 10890/50000 || Lr: 0.016033 || Task Loss: 0.4333 || KD Loss: 0.1891|| 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: 10:41:13 || Estimated Time: 1 day, 14:22:49
2023-07-13 23:46:06,993 semantic_segmentation INFO: Iters: 10900/50000 || Lr: 0.016030 || Task Loss: 0.3851 || KD Loss: 0.1534|| 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: 10:41:49 || Estimated Time: 1 day, 14:22:16
2023-07-13 23:46:43,192 semantic_segmentation INFO: Iters: 10910/50000 || Lr: 0.016026 || Task Loss: 0.6539 || KD Loss: 0.2777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:42:26 || Estimated Time: 1 day, 14:21:44
2023-07-13 23:47:19,489 semantic_segmentation INFO: Iters: 10920/50000 || Lr: 0.016022 || Task Loss: 0.7811 || KD Loss: 0.4427|| 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: 10:43:02 || Estimated Time: 1 day, 14:21:12
2023-07-13 23:47:55,486 semantic_segmentation INFO: Iters: 10930/50000 || Lr: 0.016019 || Task Loss: 0.4177 || KD Loss: 0.1785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:43:38 || Estimated Time: 1 day, 14:20:39
2023-07-13 23:48:31,697 semantic_segmentation INFO: Iters: 10940/50000 || Lr: 0.016015 || Task Loss: 0.5315 || KD Loss: 0.2504|| 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: 10:44:14 || Estimated Time: 1 day, 14:20:07
2023-07-13 23:49:08,367 semantic_segmentation INFO: Iters: 10950/50000 || Lr: 0.016011 || Task Loss: 0.4727 || KD Loss: 0.2244|| 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: 10:44:51 || Estimated Time: 1 day, 14:19:37
2023-07-13 23:49:44,396 semantic_segmentation INFO: Iters: 10960/50000 || Lr: 0.016008 || Task Loss: 0.2935 || KD Loss: 0.1426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:45:27 || Estimated Time: 1 day, 14:19:04
2023-07-13 23:50:20,433 semantic_segmentation INFO: Iters: 10970/50000 || Lr: 0.016004 || Task Loss: 0.3464 || KD Loss: 0.1212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:46:03 || Estimated Time: 1 day, 14:18:31
2023-07-13 23:50:56,627 semantic_segmentation INFO: Iters: 10980/50000 || Lr: 0.016000 || Task Loss: 0.5064 || KD Loss: 0.1963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:46:39 || Estimated Time: 1 day, 14:17:59
2023-07-13 23:51:33,011 semantic_segmentation INFO: Iters: 10990/50000 || Lr: 0.015997 || Task Loss: 0.5966 || KD Loss: 0.3230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:47:16 || Estimated Time: 1 day, 14:17:27
2023-07-13 23:52:09,099 semantic_segmentation INFO: Iters: 11000/50000 || Lr: 0.015993 || Task Loss: 0.4606 || KD Loss: 0.2540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:47:52 || Estimated Time: 1 day, 14:16:54
2023-07-13 23:52:45,384 semantic_segmentation INFO: Iters: 11010/50000 || Lr: 0.015989 || Task Loss: 0.4808 || KD Loss: 0.2091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:48:28 || Estimated Time: 1 day, 14:16:22
2023-07-13 23:53:21,812 semantic_segmentation INFO: Iters: 11020/50000 || Lr: 0.015985 || Task Loss: 0.4964 || KD Loss: 0.2421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:49:04 || Estimated Time: 1 day, 14:15:51
2023-07-13 23:53:57,941 semantic_segmentation INFO: Iters: 11030/50000 || Lr: 0.015982 || Task Loss: 0.5232 || KD Loss: 0.2292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:49:40 || Estimated Time: 1 day, 14:15:18
2023-07-13 23:54:33,931 semantic_segmentation INFO: Iters: 11040/50000 || Lr: 0.015978 || Task Loss: 0.4686 || KD Loss: 0.2067|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:50:16 || Estimated Time: 1 day, 14:14:45
2023-07-13 23:55:10,344 semantic_segmentation INFO: Iters: 11050/50000 || Lr: 0.015974 || Task Loss: 0.4697 || KD Loss: 0.1689|| 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: 10:50:53 || Estimated Time: 1 day, 14:14:14
2023-07-13 23:55:46,558 semantic_segmentation INFO: Iters: 11060/50000 || Lr: 0.015971 || Task Loss: 0.6526 || KD Loss: 0.2771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:51:29 || Estimated Time: 1 day, 14:13:41
2023-07-13 23:56:22,800 semantic_segmentation INFO: Iters: 11070/50000 || Lr: 0.015967 || Task Loss: 0.3531 || KD Loss: 0.1337|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:52:05 || Estimated Time: 1 day, 14:13:09
2023-07-13 23:56:58,909 semantic_segmentation INFO: Iters: 11080/50000 || Lr: 0.015963 || Task Loss: 0.5573 || KD Loss: 0.2738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:52:41 || Estimated Time: 1 day, 14:12:37
2023-07-13 23:57:35,296 semantic_segmentation INFO: Iters: 11090/50000 || Lr: 0.015960 || Task Loss: 0.4211 || KD Loss: 0.1971|| 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: 10:53:18 || Estimated Time: 1 day, 14:12:05
2023-07-13 23:58:11,560 semantic_segmentation INFO: Iters: 11100/50000 || Lr: 0.015956 || Task Loss: 0.4239 || KD Loss: 0.1924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1279|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:53:54 || Estimated Time: 1 day, 14:11:33
2023-07-13 23:58:47,936 semantic_segmentation INFO: Iters: 11110/50000 || Lr: 0.015952 || Task Loss: 0.4646 || KD Loss: 0.1921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:54:30 || Estimated Time: 1 day, 14:11:01
2023-07-13 23:59:24,316 semantic_segmentation INFO: Iters: 11120/50000 || Lr: 0.015949 || Task Loss: 0.3482 || KD Loss: 0.1774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:55:07 || Estimated Time: 1 day, 14:10:29
2023-07-14 00:00:00,685 semantic_segmentation INFO: Iters: 11130/50000 || Lr: 0.015945 || Task Loss: 0.3934 || KD Loss: 0.2087|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1229|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:55:43 || Estimated Time: 1 day, 14:09:57
2023-07-14 00:00:36,801 semantic_segmentation INFO: Iters: 11140/50000 || Lr: 0.015941 || Task Loss: 0.3696 || KD Loss: 0.1682|| 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: 10:56:19 || Estimated Time: 1 day, 14:09:25
2023-07-14 00:01:13,138 semantic_segmentation INFO: Iters: 11150/50000 || Lr: 0.015937 || Task Loss: 0.4074 || KD Loss: 0.1963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1225|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 14:08:53
2023-07-14 00:01:49,412 semantic_segmentation INFO: Iters: 11160/50000 || Lr: 0.015934 || Task Loss: 0.3523 || KD Loss: 0.1747|| 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: 10:57:32 || Estimated Time: 1 day, 14:08:21
2023-07-14 00:02:25,703 semantic_segmentation INFO: Iters: 11170/50000 || Lr: 0.015930 || Task Loss: 0.3757 || KD Loss: 0.1646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:58:08 || Estimated Time: 1 day, 14:07:49
2023-07-14 00:03:02,172 semantic_segmentation INFO: Iters: 11180/50000 || Lr: 0.015926 || Task Loss: 0.3721 || KD Loss: 0.2199|| 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: 10:58:45 || Estimated Time: 1 day, 14:07:17
2023-07-14 00:03:38,405 semantic_segmentation INFO: Iters: 11190/50000 || Lr: 0.015923 || Task Loss: 0.3462 || KD Loss: 0.1520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:59:21 || Estimated Time: 1 day, 14:06:45
2023-07-14 00:04:14,755 semantic_segmentation INFO: Iters: 11200/50000 || Lr: 0.015919 || Task Loss: 0.6548 || KD Loss: 0.3220|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 10:59:57 || Estimated Time: 1 day, 14:06:13
2023-07-14 00:04:14,822 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 00:04:15,450 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.852, mIoU: 0.310
2023-07-14 00:04:15,580 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.904, mIoU: 0.342
2023-07-14 00:04:15,710 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.917, mIoU: 0.382
2023-07-14 00:04:15,838 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.924, mIoU: 0.401
2023-07-14 00:04:15,971 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.914, mIoU: 0.382
2023-07-14 00:04:16,106 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.910, mIoU: 0.381
2023-07-14 00:04:16,238 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.913, mIoU: 0.384
2023-07-14 00:04:16,372 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.916, mIoU: 0.391
2023-07-14 00:04:16,507 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.918, mIoU: 0.408
2023-07-14 00:04:16,639 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.914, mIoU: 0.407
2023-07-14 00:04:16,769 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.911, mIoU: 0.405
2023-07-14 00:04:16,897 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.908, mIoU: 0.439
2023-07-14 00:04:17,030 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.908, mIoU: 0.444
2023-07-14 00:04:17,165 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.907, mIoU: 0.438
2023-07-14 00:04:17,293 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.906, mIoU: 0.443
2023-07-14 00:04:17,426 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.905, mIoU: 0.439
2023-07-14 00:04:17,561 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.905, mIoU: 0.440
2023-07-14 00:04:17,693 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.907, mIoU: 0.442
2023-07-14 00:04:17,823 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.906, mIoU: 0.447
2023-07-14 00:04:17,955 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.908, mIoU: 0.454
2023-07-14 00:04:18,084 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.910, mIoU: 0.457
2023-07-14 00:04:18,218 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.906, mIoU: 0.475
2023-07-14 00:04:18,353 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.907, mIoU: 0.474
2023-07-14 00:04:18,484 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.906, mIoU: 0.479
2023-07-14 00:04:18,616 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.905, mIoU: 0.498
2023-07-14 00:04:18,750 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.906, mIoU: 0.502
2023-07-14 00:04:18,882 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.905, mIoU: 0.500
2023-07-14 00:04:19,013 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.905, mIoU: 0.498
2023-07-14 00:04:19,140 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.905, mIoU: 0.500
2023-07-14 00:04:19,272 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.905, mIoU: 0.500
2023-07-14 00:04:19,406 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.905, mIoU: 0.501
2023-07-14 00:04:19,536 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.905, mIoU: 0.502
2023-07-14 00:04:19,668 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.907, mIoU: 0.503
2023-07-14 00:04:19,801 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.906, mIoU: 0.500
2023-07-14 00:04:19,931 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.906, mIoU: 0.503
2023-07-14 00:04:20,064 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.906, mIoU: 0.502
2023-07-14 00:04:20,198 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.907, mIoU: 0.502
2023-07-14 00:04:20,328 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.905, mIoU: 0.500
2023-07-14 00:04:20,459 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.904, mIoU: 0.499
2023-07-14 00:04:20,592 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.905, mIoU: 0.500
2023-07-14 00:04:20,722 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.905, mIoU: 0.496
2023-07-14 00:04:20,851 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.906, mIoU: 0.495
2023-07-14 00:04:20,973 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.906, mIoU: 0.497
2023-07-14 00:04:21,106 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.907, mIoU: 0.496
2023-07-14 00:04:21,243 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.907, mIoU: 0.495
2023-07-14 00:04:21,375 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.908, mIoU: 0.493
2023-07-14 00:04:21,507 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.909, mIoU: 0.493
2023-07-14 00:04:21,639 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.910, mIoU: 0.493
2023-07-14 00:04:21,767 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.910, mIoU: 0.500
2023-07-14 00:04:21,897 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.910, mIoU: 0.501
2023-07-14 00:04:22,032 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.910, mIoU: 0.501
2023-07-14 00:04:22,163 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.909, mIoU: 0.502
2023-07-14 00:04:22,294 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.909, mIoU: 0.500
2023-07-14 00:04:22,427 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.907, mIoU: 0.495
2023-07-14 00:04:22,559 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.906, mIoU: 0.493
2023-07-14 00:04:22,689 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.906, mIoU: 0.495
2023-07-14 00:04:22,815 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.907, mIoU: 0.496
2023-07-14 00:04:22,949 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.907, mIoU: 0.502
2023-07-14 00:04:23,082 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.908, mIoU: 0.506
2023-07-14 00:04:23,212 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.907, mIoU: 0.505
2023-07-14 00:04:23,344 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.907, mIoU: 0.508
2023-07-14 00:04:23,478 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.907, mIoU: 0.510
2023-07-14 00:04:23,608 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.907, mIoU: 0.509
2023-07-14 00:04:23,740 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.907, mIoU: 0.513
2023-07-14 00:04:23,875 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.906, mIoU: 0.513
2023-07-14 00:04:24,006 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.906, mIoU: 0.513
2023-07-14 00:04:24,143 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.905, mIoU: 0.511
2023-07-14 00:04:24,283 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.904, mIoU: 0.512
2023-07-14 00:04:24,424 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.904, mIoU: 0.511
2023-07-14 00:04:24,565 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.905, mIoU: 0.511
2023-07-14 00:04:24,703 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.905, mIoU: 0.511
2023-07-14 00:04:24,843 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.905, mIoU: 0.511
2023-07-14 00:04:24,982 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.906, mIoU: 0.510
2023-07-14 00:04:25,122 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.906, mIoU: 0.510
2023-07-14 00:04:25,260 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.906, mIoU: 0.511
2023-07-14 00:04:25,398 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.906, mIoU: 0.510
2023-07-14 00:04:25,534 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.906, mIoU: 0.508
2023-07-14 00:04:25,669 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.906, mIoU: 0.508
2023-07-14 00:04:25,805 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.906, mIoU: 0.508
2023-07-14 00:04:25,940 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.906, mIoU: 0.509
2023-07-14 00:04:26,073 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.905, mIoU: 0.511
2023-07-14 00:04:26,212 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.905, mIoU: 0.510
2023-07-14 00:04:26,349 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.905, mIoU: 0.509
2023-07-14 00:04:26,482 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.903, mIoU: 0.508
2023-07-14 00:04:26,619 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.901, mIoU: 0.506
2023-07-14 00:04:26,756 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.901, mIoU: 0.507
2023-07-14 00:04:26,890 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.901, mIoU: 0.507
2023-07-14 00:04:27,025 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.901, mIoU: 0.507
2023-07-14 00:04:27,162 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.902, mIoU: 0.508
2023-07-14 00:04:27,297 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.902, mIoU: 0.508
2023-07-14 00:04:27,432 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.902, mIoU: 0.507
2023-07-14 00:04:27,568 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.901, mIoU: 0.508
2023-07-14 00:04:27,704 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.901, mIoU: 0.507
2023-07-14 00:04:27,839 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.902, mIoU: 0.508
2023-07-14 00:04:27,976 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.903, mIoU: 0.508
2023-07-14 00:04:28,111 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.903, mIoU: 0.507
2023-07-14 00:04:28,246 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.902, mIoU: 0.506
2023-07-14 00:04:28,382 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.903, mIoU: 0.506
2023-07-14 00:04:28,517 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.902, mIoU: 0.506
2023-07-14 00:04:28,652 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.901, mIoU: 0.506
2023-07-14 00:04:28,788 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.899, mIoU: 0.505
2023-07-14 00:04:28,924 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.899, mIoU: 0.505
2023-07-14 00:04:29,059 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.899, mIoU: 0.504
2023-07-14 00:04:29,196 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.899, mIoU: 0.504
2023-07-14 00:04:29,332 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.900, mIoU: 0.505
2023-07-14 00:04:29,467 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.900, mIoU: 0.505
2023-07-14 00:04:29,605 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.901, mIoU: 0.505
2023-07-14 00:04:29,742 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.901, mIoU: 0.505
2023-07-14 00:04:29,878 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.901, mIoU: 0.504
2023-07-14 00:04:30,012 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.900, mIoU: 0.503
2023-07-14 00:04:30,150 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.900, mIoU: 0.503
2023-07-14 00:04:30,286 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.900, mIoU: 0.503
2023-07-14 00:04:30,420 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.900, mIoU: 0.502
2023-07-14 00:04:30,557 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.900, mIoU: 0.502
2023-07-14 00:04:30,693 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.901, mIoU: 0.502
2023-07-14 00:04:30,826 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.901, mIoU: 0.502
2023-07-14 00:04:30,964 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.901, mIoU: 0.505
2023-07-14 00:04:31,100 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.900, mIoU: 0.504
2023-07-14 00:04:31,233 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.900, mIoU: 0.506
2023-07-14 00:04:31,371 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.900, mIoU: 0.506
2023-07-14 00:04:31,508 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.901, mIoU: 0.506
2023-07-14 00:04:31,642 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.901, mIoU: 0.506
2023-07-14 00:04:31,781 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.901, mIoU: 0.506
2023-07-14 00:04:31,918 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.901, mIoU: 0.503
2023-07-14 00:04:32,053 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.900, mIoU: 0.503
2023-07-14 00:04:32,188 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.900, mIoU: 0.505
2023-07-14 00:04:32,325 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.900, mIoU: 0.505
2023-07-14 00:04:32,457 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.900, mIoU: 0.505
2023-07-14 00:04:32,594 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.900, mIoU: 0.505
2023-07-14 00:04:32,730 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.901, mIoU: 0.504
2023-07-14 00:04:32,863 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.901, mIoU: 0.503
2023-07-14 00:04:33,000 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.901, mIoU: 0.503
2023-07-14 00:04:33,138 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.902, mIoU: 0.503
2023-07-14 00:04:33,271 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.902, mIoU: 0.503
2023-07-14 00:04:33,407 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.902, mIoU: 0.501
2023-07-14 00:04:33,545 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.902, mIoU: 0.501
2023-07-14 00:04:33,678 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.902, mIoU: 0.501
2023-07-14 00:04:33,812 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.902, mIoU: 0.500
2023-07-14 00:04:33,947 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.901, mIoU: 0.499
2023-07-14 00:04:34,079 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.902, mIoU: 0.501
2023-07-14 00:04:34,211 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.901, mIoU: 0.502
2023-07-14 00:04:34,344 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.902, mIoU: 0.502
2023-07-14 00:04:34,476 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.902, mIoU: 0.501
2023-07-14 00:04:34,609 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.902, mIoU: 0.502
2023-07-14 00:04:34,743 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.902, mIoU: 0.502
2023-07-14 00:04:34,875 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.902, mIoU: 0.501
2023-07-14 00:04:35,007 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.902, mIoU: 0.501
2023-07-14 00:04:35,142 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.902, mIoU: 0.501
2023-07-14 00:04:35,275 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.902, mIoU: 0.500
2023-07-14 00:04:35,408 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.902, mIoU: 0.500
2023-07-14 00:04:35,539 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.902, mIoU: 0.499
2023-07-14 00:04:35,672 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.902, mIoU: 0.500
2023-07-14 00:04:35,805 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.902, mIoU: 0.499
2023-07-14 00:04:35,936 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.902, mIoU: 0.499
2023-07-14 00:04:36,070 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.902, mIoU: 0.497
2023-07-14 00:04:36,205 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.902, mIoU: 0.496
2023-07-14 00:04:36,334 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.902, mIoU: 0.496
2023-07-14 00:04:36,468 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.902, mIoU: 0.496
2023-07-14 00:04:36,602 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.902, mIoU: 0.496
2023-07-14 00:04:36,733 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.903, mIoU: 0.496
2023-07-14 00:04:36,864 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.903, mIoU: 0.496
2023-07-14 00:04:36,995 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.902, mIoU: 0.493
2023-07-14 00:04:37,124 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.902, mIoU: 0.492
2023-07-14 00:04:37,254 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.902, mIoU: 0.493
2023-07-14 00:04:37,383 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.902, mIoU: 0.492
2023-07-14 00:04:37,516 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.902, mIoU: 0.492
2023-07-14 00:04:37,649 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.903, mIoU: 0.492
2023-07-14 00:04:37,777 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.903, mIoU: 0.493
2023-07-14 00:04:37,910 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.903, mIoU: 0.493
2023-07-14 00:04:38,043 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.903, mIoU: 0.493
2023-07-14 00:04:38,172 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.904, mIoU: 0.493
2023-07-14 00:04:38,305 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.904, mIoU: 0.493
2023-07-14 00:04:38,439 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.904, mIoU: 0.492
2023-07-14 00:04:38,568 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.904, mIoU: 0.492
2023-07-14 00:04:38,700 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.904, mIoU: 0.492
2023-07-14 00:04:38,833 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.904, mIoU: 0.492
2023-07-14 00:04:38,961 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.904, mIoU: 0.491
2023-07-14 00:04:39,090 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.904, mIoU: 0.491
2023-07-14 00:04:39,217 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.903, mIoU: 0.491
2023-07-14 00:04:39,348 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.904, mIoU: 0.491
2023-07-14 00:04:39,482 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.904, mIoU: 0.491
2023-07-14 00:04:39,610 semantic_segmentation INFO: Sample: 182, Validation pixAcc: 0.904, mIoU: 0.491
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2023-07-14 00:05:06,319 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.911, mIoU: 0.496
2023-07-14 00:05:06,453 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.911, mIoU: 0.496
2023-07-14 00:05:06,589 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.912, mIoU: 0.496
2023-07-14 00:05:06,725 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.911, mIoU: 0.495
2023-07-14 00:05:06,858 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.911, mIoU: 0.495
2023-07-14 00:05:06,995 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.912, mIoU: 0.495
2023-07-14 00:05:07,132 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.912, mIoU: 0.496
2023-07-14 00:05:07,266 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.912, mIoU: 0.496
2023-07-14 00:05:07,401 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.912, mIoU: 0.497
2023-07-14 00:05:07,538 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.912, mIoU: 0.497
2023-07-14 00:05:07,671 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.912, mIoU: 0.497
2023-07-14 00:05:07,805 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.912, mIoU: 0.497
2023-07-14 00:05:07,940 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.912, mIoU: 0.497
2023-07-14 00:05:08,073 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.912, mIoU: 0.497
2023-07-14 00:05:08,208 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.912, mIoU: 0.497
2023-07-14 00:05:08,340 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.913, mIoU: 0.497
2023-07-14 00:05:08,472 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.913, mIoU: 0.497
2023-07-14 00:05:08,607 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.913, mIoU: 0.497
2023-07-14 00:05:08,743 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.913, mIoU: 0.497
2023-07-14 00:05:08,875 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.913, mIoU: 0.497
2023-07-14 00:05:09,009 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.913, mIoU: 0.497
2023-07-14 00:05:09,145 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.913, mIoU: 0.497
2023-07-14 00:05:09,277 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.913, mIoU: 0.498
2023-07-14 00:05:09,410 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.913, mIoU: 0.498
2023-07-14 00:05:09,545 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.913, mIoU: 0.498
2023-07-14 00:05:09,677 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.914, mIoU: 0.498
2023-07-14 00:05:09,810 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.914, mIoU: 0.498
2023-07-14 00:05:09,943 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.914, mIoU: 0.499
2023-07-14 00:05:10,077 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.914, mIoU: 0.499
2023-07-14 00:05:10,209 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.914, mIoU: 0.499
2023-07-14 00:05:10,339 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.914, mIoU: 0.499
2023-07-14 00:05:10,474 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.914, mIoU: 0.499
2023-07-14 00:05:10,610 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.914, mIoU: 0.499
2023-07-14 00:05:10,743 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.914, mIoU: 0.499
2023-07-14 00:05:10,875 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.914, mIoU: 0.499
2023-07-14 00:05:11,008 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.914, mIoU: 0.499
2023-07-14 00:05:11,138 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.914, mIoU: 0.499
2023-07-14 00:05:11,270 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.914, mIoU: 0.499
2023-07-14 00:05:11,404 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.914, mIoU: 0.499
2023-07-14 00:05:11,534 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.915, mIoU: 0.500
2023-07-14 00:05:11,667 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.915, mIoU: 0.500
2023-07-14 00:05:11,803 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.915, mIoU: 0.500
2023-07-14 00:05:11,934 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.915, mIoU: 0.500
2023-07-14 00:05:12,065 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.915, mIoU: 0.500
2023-07-14 00:05:12,200 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.915, mIoU: 0.500
2023-07-14 00:05:12,331 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.915, mIoU: 0.500
2023-07-14 00:05:12,460 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.915, mIoU: 0.500
2023-07-14 00:05:12,583 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.915, mIoU: 0.500
2023-07-14 00:05:12,716 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.915, mIoU: 0.500
2023-07-14 00:05:12,852 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.915, mIoU: 0.500
2023-07-14 00:05:12,983 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.916, mIoU: 0.500
2023-07-14 00:05:13,114 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.916, mIoU: 0.500
2023-07-14 00:05:13,246 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.916, mIoU: 0.500
2023-07-14 00:05:13,376 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.916, mIoU: 0.500
2023-07-14 00:05:13,510 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.916, mIoU: 0.500
2023-07-14 00:05:13,646 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.916, mIoU: 0.500
2023-07-14 00:05:13,777 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.916, mIoU: 0.500
2023-07-14 00:05:13,910 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.916, mIoU: 0.500
2023-07-14 00:05:14,046 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.916, mIoU: 0.500
2023-07-14 00:05:14,178 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.916, mIoU: 0.500
2023-07-14 00:05:14,309 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.916, mIoU: 0.500
2023-07-14 00:05:14,432 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.916, mIoU: 0.500
2023-07-14 00:05:14,568 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.917, mIoU: 0.500
2023-07-14 00:05:14,705 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.917, mIoU: 0.501
2023-07-14 00:05:14,837 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.917, mIoU: 0.501
2023-07-14 00:05:14,973 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.917, mIoU: 0.501
2023-07-14 00:05:15,108 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.917, mIoU: 0.501
2023-07-14 00:05:15,239 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.917, mIoU: 0.501
2023-07-14 00:05:15,372 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.917, mIoU: 0.501
2023-07-14 00:05:15,506 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.917, mIoU: 0.501
2023-07-14 00:05:15,637 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.917, mIoU: 0.501
2023-07-14 00:05:15,771 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.917, mIoU: 0.501
2023-07-14 00:05:15,906 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.917, mIoU: 0.503
2023-07-14 00:05:16,037 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.918, mIoU: 0.503
2023-07-14 00:05:16,167 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.918, mIoU: 0.503
2023-07-14 00:05:16,295 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.918, mIoU: 0.503
2023-07-14 00:05:16,429 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.917, mIoU: 0.503
2023-07-14 00:05:16,559 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.918, mIoU: 0.503
2023-07-14 00:05:16,688 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.918, mIoU: 0.504
2023-07-14 00:05:16,822 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.918, mIoU: 0.503
2023-07-14 00:05:16,958 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.918, mIoU: 0.503
2023-07-14 00:05:17,088 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.918, mIoU: 0.504
2023-07-14 00:05:17,221 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.918, mIoU: 0.503
2023-07-14 00:05:17,357 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.918, mIoU: 0.504
2023-07-14 00:05:17,488 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.918, mIoU: 0.504
2023-07-14 00:05:17,623 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.918, mIoU: 0.504
2023-07-14 00:05:17,759 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.918, mIoU: 0.504
2023-07-14 00:05:17,891 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.918, mIoU: 0.504
2023-07-14 00:05:18,023 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.918, mIoU: 0.505
2023-07-14 00:05:18,157 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.918, mIoU: 0.504
2023-07-14 00:05:18,288 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.918, mIoU: 0.504
2023-07-14 00:05:18,418 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.918, mIoU: 0.505
2023-07-14 00:05:18,547 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.918, mIoU: 0.505
2023-07-14 00:05:18,679 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.918, mIoU: 0.505
2023-07-14 00:05:18,810 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.918, mIoU: 0.505
2023-07-14 00:05:18,937 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.918, mIoU: 0.505
2023-07-14 00:05:19,068 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.918, mIoU: 0.505
2023-07-14 00:05:19,202 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.918, mIoU: 0.505
2023-07-14 00:05:19,331 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.918, mIoU: 0.505
2023-07-14 00:05:19,466 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.918, mIoU: 0.504
2023-07-14 00:05:19,602 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.918, mIoU: 0.505
2023-07-14 00:05:19,734 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.919, mIoU: 0.505
2023-07-14 00:05:19,866 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.919, mIoU: 0.505
2023-07-14 00:05:20,000 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.919, mIoU: 0.505
2023-07-14 00:05:20,131 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.918, mIoU: 0.505
2023-07-14 00:05:20,262 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.919, mIoU: 0.505
2023-07-14 00:05:20,394 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.919, mIoU: 0.505
2023-07-14 00:05:20,526 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.919, mIoU: 0.505
2023-07-14 00:05:20,657 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.919, mIoU: 0.506
2023-07-14 00:05:20,785 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.919, mIoU: 0.506
2023-07-14 00:05:20,918 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.919, mIoU: 0.506
2023-07-14 00:05:21,049 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.919, mIoU: 0.506
2023-07-14 00:05:21,175 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.919, mIoU: 0.506
2023-07-14 00:05:21,308 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.919, mIoU: 0.507
2023-07-14 00:05:21,443 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.919, mIoU: 0.507
2023-07-14 00:05:21,575 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.919, mIoU: 0.507
2023-07-14 00:05:21,707 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.919, mIoU: 0.507
2023-07-14 00:05:21,840 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.919, mIoU: 0.507
2023-07-14 00:05:58,363 semantic_segmentation INFO: Iters: 11210/50000 || Lr: 0.015915 || Task Loss: 0.4172 || KD Loss: 0.1868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 14:09:34
2023-07-14 00:06:34,672 semantic_segmentation INFO: Iters: 11220/50000 || Lr: 0.015912 || Task Loss: 0.4707 || KD Loss: 0.2386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:02:17 || Estimated Time: 1 day, 14:09:02
2023-07-14 00:07:11,413 semantic_segmentation INFO: Iters: 11230/50000 || Lr: 0.015908 || Task Loss: 0.3725 || KD Loss: 0.1605|| 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: 11:02:54 || Estimated Time: 1 day, 14:08:31
2023-07-14 00:07:47,830 semantic_segmentation INFO: Iters: 11240/50000 || Lr: 0.015904 || Task Loss: 0.3644 || KD Loss: 0.1491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:03:30 || Estimated Time: 1 day, 14:07:59
2023-07-14 00:08:24,023 semantic_segmentation INFO: Iters: 11250/50000 || Lr: 0.015901 || Task Loss: 0.4309 || KD Loss: 0.1820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:04:07 || Estimated Time: 1 day, 14:07:26
2023-07-14 00:09:00,672 semantic_segmentation INFO: Iters: 11260/50000 || Lr: 0.015897 || Task Loss: 0.4344 || KD Loss: 0.2087|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:04:43 || Estimated Time: 1 day, 14:06:55
2023-07-14 00:09:37,131 semantic_segmentation INFO: Iters: 11270/50000 || Lr: 0.015893 || Task Loss: 0.3494 || KD Loss: 0.1779|| 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: 11:05:20 || Estimated Time: 1 day, 14:06:23
2023-07-14 00:10:13,344 semantic_segmentation INFO: Iters: 11280/50000 || Lr: 0.015889 || Task Loss: 0.4680 || KD Loss: 0.2100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:05:56 || Estimated Time: 1 day, 14:05:50
2023-07-14 00:10:49,531 semantic_segmentation INFO: Iters: 11290/50000 || Lr: 0.015886 || Task Loss: 0.5993 || KD Loss: 0.2884|| 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: 11:06:32 || Estimated Time: 1 day, 14:05:17
2023-07-14 00:11:26,004 semantic_segmentation INFO: Iters: 11300/50000 || Lr: 0.015882 || Task Loss: 0.4552 || KD Loss: 0.2435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:07:09 || Estimated Time: 1 day, 14:04:46
2023-07-14 00:12:02,505 semantic_segmentation INFO: Iters: 11310/50000 || Lr: 0.015878 || Task Loss: 0.4621 || KD Loss: 0.2095|| 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: 11:07:45 || Estimated Time: 1 day, 14:04:14
2023-07-14 00:12:38,767 semantic_segmentation INFO: Iters: 11320/50000 || Lr: 0.015875 || Task Loss: 0.4736 || KD Loss: 0.2014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:08:21 || Estimated Time: 1 day, 14:03:41
2023-07-14 00:13:14,971 semantic_segmentation INFO: Iters: 11330/50000 || Lr: 0.015871 || Task Loss: 0.3084 || KD Loss: 0.1539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:08:57 || Estimated Time: 1 day, 14:03:09
2023-07-14 00:13:51,631 semantic_segmentation INFO: Iters: 11340/50000 || Lr: 0.015867 || Task Loss: 0.5052 || KD Loss: 0.2698|| 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: 11:09:34 || Estimated Time: 1 day, 14:02:37
2023-07-14 00:14:27,887 semantic_segmentation INFO: Iters: 11350/50000 || Lr: 0.015864 || Task Loss: 0.3971 || KD Loss: 0.1724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1287|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:10:10 || Estimated Time: 1 day, 14:02:05
2023-07-14 00:15:04,146 semantic_segmentation INFO: Iters: 11360/50000 || Lr: 0.015860 || Task Loss: 0.3311 || KD Loss: 0.1669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1259|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:10:47 || Estimated Time: 1 day, 14:01:32
2023-07-14 00:15:40,472 semantic_segmentation INFO: Iters: 11370/50000 || Lr: 0.015856 || Task Loss: 0.3685 || KD Loss: 0.1406|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:11:23 || Estimated Time: 1 day, 14:01:00
2023-07-14 00:16:16,856 semantic_segmentation INFO: Iters: 11380/50000 || Lr: 0.015853 || Task Loss: 0.5131 || KD Loss: 0.2158|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:11:59 || Estimated Time: 1 day, 14:00:28
2023-07-14 00:16:53,194 semantic_segmentation INFO: Iters: 11390/50000 || Lr: 0.015849 || Task Loss: 0.5810 || KD Loss: 0.2777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:12:36 || Estimated Time: 1 day, 13:59:55
2023-07-14 00:17:29,943 semantic_segmentation INFO: Iters: 11400/50000 || Lr: 0.015845 || Task Loss: 0.6974 || KD Loss: 0.3386|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:13:12 || Estimated Time: 1 day, 13:59:24
2023-07-14 00:18:06,218 semantic_segmentation INFO: Iters: 11410/50000 || Lr: 0.015841 || Task Loss: 0.4599 || KD Loss: 0.1909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1292|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:13:49 || Estimated Time: 1 day, 13:58:52
2023-07-14 00:18:42,772 semantic_segmentation INFO: Iters: 11420/50000 || Lr: 0.015838 || Task Loss: 0.4291 || KD Loss: 0.2243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:14:25 || Estimated Time: 1 day, 13:58:20
2023-07-14 00:19:19,183 semantic_segmentation INFO: Iters: 11430/50000 || Lr: 0.015834 || Task Loss: 0.3974 || KD Loss: 0.1608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1268|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:15:02 || Estimated Time: 1 day, 13:57:48
2023-07-14 00:19:55,547 semantic_segmentation INFO: Iters: 11440/50000 || Lr: 0.015830 || Task Loss: 0.4996 || KD Loss: 0.2495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:15:38 || Estimated Time: 1 day, 13:57:16
2023-07-14 00:20:31,879 semantic_segmentation INFO: Iters: 11450/50000 || Lr: 0.015827 || Task Loss: 0.3349 || KD Loss: 0.1332|| 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: 11:16:14 || Estimated Time: 1 day, 13:56:43
2023-07-14 00:21:08,313 semantic_segmentation INFO: Iters: 11460/50000 || Lr: 0.015823 || Task Loss: 0.3080 || KD Loss: 0.1450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:16:51 || Estimated Time: 1 day, 13:56:11
2023-07-14 00:21:44,718 semantic_segmentation INFO: Iters: 11470/50000 || Lr: 0.015819 || Task Loss: 0.3840 || KD Loss: 0.1317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 13:55:39
2023-07-14 00:22:21,102 semantic_segmentation INFO: Iters: 11480/50000 || Lr: 0.015816 || Task Loss: 0.5867 || KD Loss: 0.2547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:18:04 || Estimated Time: 1 day, 13:55:07
2023-07-14 00:22:57,454 semantic_segmentation INFO: Iters: 11490/50000 || Lr: 0.015812 || Task Loss: 0.6809 || KD Loss: 0.3867|| 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: 11:18:40 || Estimated Time: 1 day, 13:54:34
2023-07-14 00:23:33,961 semantic_segmentation INFO: Iters: 11500/50000 || Lr: 0.015808 || Task Loss: 0.4016 || KD Loss: 0.1834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:19:16 || Estimated Time: 1 day, 13:54:02
2023-07-14 00:24:10,227 semantic_segmentation INFO: Iters: 11510/50000 || Lr: 0.015804 || Task Loss: 0.4314 || KD Loss: 0.2241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:19:53 || Estimated Time: 1 day, 13:53:30
2023-07-14 00:24:46,492 semantic_segmentation INFO: Iters: 11520/50000 || Lr: 0.015801 || Task Loss: 0.4541 || KD Loss: 0.2026|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:20:29 || Estimated Time: 1 day, 13:52:57
2023-07-14 00:25:22,807 semantic_segmentation INFO: Iters: 11530/50000 || Lr: 0.015797 || Task Loss: 0.3907 || KD Loss: 0.1892|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:21:05 || Estimated Time: 1 day, 13:52:24
2023-07-14 00:25:59,620 semantic_segmentation INFO: Iters: 11540/50000 || Lr: 0.015793 || Task Loss: 0.2885 || KD Loss: 0.1287|| 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: 11:21:42 || Estimated Time: 1 day, 13:51:54
2023-07-14 00:26:35,818 semantic_segmentation INFO: Iters: 11550/50000 || Lr: 0.015790 || Task Loss: 0.4885 || KD Loss: 0.2189|| 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: 11:22:18 || Estimated Time: 1 day, 13:51:21
2023-07-14 00:27:12,319 semantic_segmentation INFO: Iters: 11560/50000 || Lr: 0.015786 || Task Loss: 0.5087 || KD Loss: 0.2220|| 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: 11:22:55 || Estimated Time: 1 day, 13:50:49
2023-07-14 00:27:49,051 semantic_segmentation INFO: Iters: 11570/50000 || Lr: 0.015782 || Task Loss: 0.4378 || KD Loss: 0.2956|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1239|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:23:32 || Estimated Time: 1 day, 13:50:18
2023-07-14 00:28:25,387 semantic_segmentation INFO: Iters: 11580/50000 || Lr: 0.015779 || Task Loss: 0.3330 || KD Loss: 0.1660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:24:08 || Estimated Time: 1 day, 13:49:45
2023-07-14 00:29:01,683 semantic_segmentation INFO: Iters: 11590/50000 || Lr: 0.015775 || Task Loss: 0.4566 || KD Loss: 0.2379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1261|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:24:44 || Estimated Time: 1 day, 13:49:13
2023-07-14 00:29:38,453 semantic_segmentation INFO: Iters: 11600/50000 || Lr: 0.015771 || Task Loss: 0.4134 || KD Loss: 0.1965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:25:21 || Estimated Time: 1 day, 13:48:41
2023-07-14 00:30:15,010 semantic_segmentation INFO: Iters: 11610/50000 || Lr: 0.015768 || Task Loss: 0.4341 || KD Loss: 0.1807|| 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: 11:25:58 || Estimated Time: 1 day, 13:48:10
2023-07-14 00:30:51,507 semantic_segmentation INFO: Iters: 11620/50000 || Lr: 0.015764 || Task Loss: 0.3540 || KD Loss: 0.1711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:26:34 || Estimated Time: 1 day, 13:47:38
2023-07-14 00:31:28,131 semantic_segmentation INFO: Iters: 11630/50000 || Lr: 0.015760 || Task Loss: 0.6312 || KD Loss: 0.3063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:27:11 || Estimated Time: 1 day, 13:47:06
2023-07-14 00:32:04,222 semantic_segmentation INFO: Iters: 11640/50000 || Lr: 0.015756 || Task Loss: 0.5003 || KD Loss: 0.2330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:27:47 || Estimated Time: 1 day, 13:46:33
2023-07-14 00:32:40,855 semantic_segmentation INFO: Iters: 11650/50000 || Lr: 0.015753 || Task Loss: 0.3648 || KD Loss: 0.1767|| 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: 11:28:23 || Estimated Time: 1 day, 13:46:01
2023-07-14 00:33:17,491 semantic_segmentation INFO: Iters: 11660/50000 || Lr: 0.015749 || Task Loss: 0.3506 || KD Loss: 0.1660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1331|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:29:00 || Estimated Time: 1 day, 13:45:30
2023-07-14 00:33:53,849 semantic_segmentation INFO: Iters: 11670/50000 || Lr: 0.015745 || Task Loss: 0.4965 || KD Loss: 0.2449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:29:36 || Estimated Time: 1 day, 13:44:57
2023-07-14 00:34:30,416 semantic_segmentation INFO: Iters: 11680/50000 || Lr: 0.015742 || Task Loss: 0.4595 || KD Loss: 0.2102|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1249|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:30:13 || Estimated Time: 1 day, 13:44:25
2023-07-14 00:35:06,847 semantic_segmentation INFO: Iters: 11690/50000 || Lr: 0.015738 || Task Loss: 0.4071 || KD Loss: 0.1739|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:30:49 || Estimated Time: 1 day, 13:43:53
2023-07-14 00:35:43,374 semantic_segmentation INFO: Iters: 11700/50000 || Lr: 0.015734 || Task Loss: 0.6031 || KD Loss: 0.2903|| 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: 11:31:26 || Estimated Time: 1 day, 13:43:21
2023-07-14 00:36:19,870 semantic_segmentation INFO: Iters: 11710/50000 || Lr: 0.015731 || Task Loss: 0.3615 || KD Loss: 0.1653|| 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: 11:32:02 || Estimated Time: 1 day, 13:42:49
2023-07-14 00:36:56,382 semantic_segmentation INFO: Iters: 11720/50000 || Lr: 0.015727 || Task Loss: 0.6038 || KD Loss: 0.2630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1291|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:32:39 || Estimated Time: 1 day, 13:42:17
2023-07-14 00:37:33,072 semantic_segmentation INFO: Iters: 11730/50000 || Lr: 0.015723 || Task Loss: 0.5997 || KD Loss: 0.2867|| 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: 11:33:16 || Estimated Time: 1 day, 13:41:46
2023-07-14 00:38:09,383 semantic_segmentation INFO: Iters: 11740/50000 || Lr: 0.015719 || Task Loss: 0.4801 || KD Loss: 0.2081|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:33:52 || Estimated Time: 1 day, 13:41:13
2023-07-14 00:38:45,772 semantic_segmentation INFO: Iters: 11750/50000 || Lr: 0.015716 || Task Loss: 0.3391 || KD Loss: 0.1933|| 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: 11:34:28 || Estimated Time: 1 day, 13:40:40
2023-07-14 00:39:22,176 semantic_segmentation INFO: Iters: 11760/50000 || Lr: 0.015712 || Task Loss: 0.5777 || KD Loss: 0.2826|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1274|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 13:40:08
2023-07-14 00:39:59,357 semantic_segmentation INFO: Iters: 11770/50000 || Lr: 0.015708 || Task Loss: 0.3599 || KD Loss: 0.2389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1233|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:35:42 || Estimated Time: 1 day, 13:39:38
2023-07-14 00:40:35,667 semantic_segmentation INFO: Iters: 11780/50000 || Lr: 0.015705 || Task Loss: 0.3469 || KD Loss: 0.1585|| 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: 11:36:18 || Estimated Time: 1 day, 13:39:05
2023-07-14 00:41:12,055 semantic_segmentation INFO: Iters: 11790/50000 || Lr: 0.015701 || Task Loss: 0.3849 || KD Loss: 0.1722|| 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: 11:36:55 || Estimated Time: 1 day, 13:38:33
2023-07-14 00:41:48,609 semantic_segmentation INFO: Iters: 11800/50000 || Lr: 0.015697 || Task Loss: 0.5764 || KD Loss: 0.2329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:37:31 || Estimated Time: 1 day, 13:38:01
2023-07-14 00:42:25,235 semantic_segmentation INFO: Iters: 11810/50000 || Lr: 0.015694 || Task Loss: 0.7256 || KD Loss: 0.3410|| 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: 11:38:08 || Estimated Time: 1 day, 13:37:29
2023-07-14 00:43:01,724 semantic_segmentation INFO: Iters: 11820/50000 || Lr: 0.015690 || Task Loss: 0.4584 || KD Loss: 0.2212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:38:44 || Estimated Time: 1 day, 13:36:57
2023-07-14 00:43:38,313 semantic_segmentation INFO: Iters: 11830/50000 || Lr: 0.015686 || Task Loss: 0.4143 || KD Loss: 0.2032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1244|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:39:21 || Estimated Time: 1 day, 13:36:25
2023-07-14 00:44:14,909 semantic_segmentation INFO: Iters: 11840/50000 || Lr: 0.015682 || Task Loss: 0.4366 || KD Loss: 0.2095|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:39:57 || Estimated Time: 1 day, 13:35:54
2023-07-14 00:44:51,557 semantic_segmentation INFO: Iters: 11850/50000 || Lr: 0.015679 || Task Loss: 0.5266 || KD Loss: 0.2353|| 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: 11:40:34 || Estimated Time: 1 day, 13:35:22
2023-07-14 00:45:28,073 semantic_segmentation INFO: Iters: 11860/50000 || Lr: 0.015675 || Task Loss: 0.5240 || KD Loss: 0.2195|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:41:11 || Estimated Time: 1 day, 13:34:50
2023-07-14 00:46:04,792 semantic_segmentation INFO: Iters: 11870/50000 || Lr: 0.015671 || Task Loss: 0.6198 || KD Loss: 0.2973|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:41:47 || Estimated Time: 1 day, 13:34:18
2023-07-14 00:46:41,233 semantic_segmentation INFO: Iters: 11880/50000 || Lr: 0.015668 || Task Loss: 0.4563 || KD Loss: 0.2250|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:42:24 || Estimated Time: 1 day, 13:33:46
2023-07-14 00:47:17,718 semantic_segmentation INFO: Iters: 11890/50000 || Lr: 0.015664 || Task Loss: 0.2973 || KD Loss: 0.1341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 13:33:14
2023-07-14 00:47:54,350 semantic_segmentation INFO: Iters: 11900/50000 || Lr: 0.015660 || Task Loss: 0.4448 || KD Loss: 0.2217|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:43:37 || Estimated Time: 1 day, 13:32:42
2023-07-14 00:48:30,630 semantic_segmentation INFO: Iters: 11910/50000 || Lr: 0.015657 || Task Loss: 0.4988 || KD Loss: 0.2521|| 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: 11:44:13 || Estimated Time: 1 day, 13:32:09
2023-07-14 00:49:07,439 semantic_segmentation INFO: Iters: 11920/50000 || Lr: 0.015653 || Task Loss: 0.3068 || KD Loss: 0.1361|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:44:50 || Estimated Time: 1 day, 13:31:38
2023-07-14 00:49:44,102 semantic_segmentation INFO: Iters: 11930/50000 || Lr: 0.015649 || Task Loss: 0.5240 || KD Loss: 0.3491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:45:27 || Estimated Time: 1 day, 13:31:06
2023-07-14 00:50:20,579 semantic_segmentation INFO: Iters: 11940/50000 || Lr: 0.015645 || Task Loss: 0.4090 || KD Loss: 0.1945|| 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: 11:46:03 || Estimated Time: 1 day, 13:30:34
2023-07-14 00:50:57,294 semantic_segmentation INFO: Iters: 11950/50000 || Lr: 0.015642 || Task Loss: 0.4239 || KD Loss: 0.1637|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1219|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:46:40 || Estimated Time: 1 day, 13:30:02
2023-07-14 00:51:33,940 semantic_segmentation INFO: Iters: 11960/50000 || Lr: 0.015638 || Task Loss: 0.6679 || KD Loss: 0.3004|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:47:16 || Estimated Time: 1 day, 13:29:30
2023-07-14 00:52:10,510 semantic_segmentation INFO: Iters: 11970/50000 || Lr: 0.015634 || Task Loss: 0.5123 || KD Loss: 0.2648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1270|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:47:53 || Estimated Time: 1 day, 13:28:58
2023-07-14 00:52:47,289 semantic_segmentation INFO: Iters: 11980/50000 || Lr: 0.015631 || Task Loss: 0.3783 || KD Loss: 0.1777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:48:30 || Estimated Time: 1 day, 13:28:27
2023-07-14 00:53:23,930 semantic_segmentation INFO: Iters: 11990/50000 || Lr: 0.015627 || Task Loss: 0.5158 || KD Loss: 0.2223|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1293|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:49:06 || Estimated Time: 1 day, 13:27:55
2023-07-14 00:54:00,544 semantic_segmentation INFO: Iters: 12000/50000 || Lr: 0.015623 || Task Loss: 0.3494 || KD Loss: 0.1526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:49:43 || Estimated Time: 1 day, 13:27:23
2023-07-14 00:54:00,621 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 00:54:01,291 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.907, mIoU: 0.326
2023-07-14 00:54:01,425 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.934, mIoU: 0.370
2023-07-14 00:54:01,557 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.914, mIoU: 0.355
2023-07-14 00:54:01,691 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.916, mIoU: 0.373
2023-07-14 00:54:01,825 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.912, mIoU: 0.359
2023-07-14 00:54:01,958 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.911, mIoU: 0.362
2023-07-14 00:54:02,090 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.908, mIoU: 0.360
2023-07-14 00:54:02,219 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.911, mIoU: 0.374
2023-07-14 00:54:02,353 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.912, mIoU: 0.400
2023-07-14 00:54:02,487 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.909, mIoU: 0.418
2023-07-14 00:54:02,617 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.904, mIoU: 0.418
2023-07-14 00:54:02,751 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.901, mIoU: 0.452
2023-07-14 00:54:02,887 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.901, mIoU: 0.447
2023-07-14 00:54:03,018 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.901, mIoU: 0.438
2023-07-14 00:54:03,274 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.897, mIoU: 0.432
2023-07-14 00:54:03,405 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.897, mIoU: 0.431
2023-07-14 00:54:03,536 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.897, mIoU: 0.434
2023-07-14 00:54:03,671 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.898, mIoU: 0.438
2023-07-14 00:54:03,802 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.898, mIoU: 0.448
2023-07-14 00:54:03,933 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.900, mIoU: 0.459
2023-07-14 00:54:04,065 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.901, mIoU: 0.463
2023-07-14 00:54:04,197 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.894, mIoU: 0.459
2023-07-14 00:54:04,329 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.895, mIoU: 0.459
2023-07-14 00:54:04,458 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.892, mIoU: 0.462
2023-07-14 00:54:04,589 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.890, mIoU: 0.473
2023-07-14 00:54:04,720 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.891, mIoU: 0.475
2023-07-14 00:54:04,849 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.891, mIoU: 0.473
2023-07-14 00:54:04,981 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.891, mIoU: 0.471
2023-07-14 00:54:05,116 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.888, mIoU: 0.469
2023-07-14 00:54:05,247 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.888, mIoU: 0.466
2023-07-14 00:54:05,378 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.889, mIoU: 0.467
2023-07-14 00:54:05,512 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.889, mIoU: 0.467
2023-07-14 00:54:05,644 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.891, mIoU: 0.469
2023-07-14 00:54:05,774 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.890, mIoU: 0.469
2023-07-14 00:54:05,903 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.891, mIoU: 0.472
2023-07-14 00:54:06,035 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.892, mIoU: 0.470
2023-07-14 00:54:06,167 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.892, mIoU: 0.470
2023-07-14 00:54:06,293 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.892, mIoU: 0.469
2023-07-14 00:54:06,426 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.891, mIoU: 0.469
2023-07-14 00:54:06,561 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.893, mIoU: 0.470
2023-07-14 00:54:06,691 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.893, mIoU: 0.470
2023-07-14 00:54:06,823 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.894, mIoU: 0.470
2023-07-14 00:54:06,957 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.895, mIoU: 0.472
2023-07-14 00:54:07,088 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.896, mIoU: 0.473
2023-07-14 00:54:07,219 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.897, mIoU: 0.473
2023-07-14 00:54:07,351 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.897, mIoU: 0.472
2023-07-14 00:54:07,482 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.899, mIoU: 0.472
2023-07-14 00:54:07,614 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.899, mIoU: 0.471
2023-07-14 00:54:07,742 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.899, mIoU: 0.476
2023-07-14 00:54:07,875 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.899, mIoU: 0.476
2023-07-14 00:54:08,009 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.899, mIoU: 0.476
2023-07-14 00:54:08,136 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.897, mIoU: 0.473
2023-07-14 00:54:08,268 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.896, mIoU: 0.470
2023-07-14 00:54:08,403 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.894, mIoU: 0.465
2023-07-14 00:54:08,533 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.892, mIoU: 0.462
2023-07-14 00:54:08,665 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.892, mIoU: 0.462
2023-07-14 00:54:08,798 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.892, mIoU: 0.462
2023-07-14 00:54:08,929 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.893, mIoU: 0.466
2023-07-14 00:54:09,059 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.893, mIoU: 0.470
2023-07-14 00:54:09,186 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.893, mIoU: 0.470
2023-07-14 00:54:09,319 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.892, mIoU: 0.472
2023-07-14 00:54:09,451 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.892, mIoU: 0.475
2023-07-14 00:54:09,578 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.892, mIoU: 0.473
2023-07-14 00:54:09,710 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.892, mIoU: 0.478
2023-07-14 00:54:09,845 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.891, mIoU: 0.476
2023-07-14 00:54:09,975 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.890, mIoU: 0.476
2023-07-14 00:54:10,109 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.889, mIoU: 0.475
2023-07-14 00:54:10,244 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.888, mIoU: 0.476
2023-07-14 00:54:10,375 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.888, mIoU: 0.476
2023-07-14 00:54:10,506 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.888, mIoU: 0.475
2023-07-14 00:54:10,638 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.889, mIoU: 0.475
2023-07-14 00:54:10,770 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.889, mIoU: 0.474
2023-07-14 00:54:10,901 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.889, mIoU: 0.472
2023-07-14 00:54:11,030 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.890, mIoU: 0.471
2023-07-14 00:54:11,161 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.889, mIoU: 0.471
2023-07-14 00:54:11,295 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.889, mIoU: 0.471
2023-07-14 00:54:11,422 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.890, mIoU: 0.471
2023-07-14 00:54:11,554 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.890, mIoU: 0.471
2023-07-14 00:54:11,688 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.889, mIoU: 0.470
2023-07-14 00:54:11,818 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.888, mIoU: 0.470
2023-07-14 00:54:11,952 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.888, mIoU: 0.472
2023-07-14 00:54:12,085 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.888, mIoU: 0.473
2023-07-14 00:54:12,214 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.888, mIoU: 0.472
2023-07-14 00:54:12,346 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.886, mIoU: 0.470
2023-07-14 00:54:12,481 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.884, mIoU: 0.469
2023-07-14 00:54:12,611 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.884, mIoU: 0.469
2023-07-14 00:54:12,741 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.884, mIoU: 0.470
2023-07-14 00:54:12,868 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.885, mIoU: 0.470
2023-07-14 00:54:13,000 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.885, mIoU: 0.471
2023-07-14 00:54:13,133 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.886, mIoU: 0.471
2023-07-14 00:54:13,260 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.886, mIoU: 0.471
2023-07-14 00:54:13,393 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.885, mIoU: 0.476
2023-07-14 00:54:13,528 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.885, mIoU: 0.475
2023-07-14 00:54:13,659 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.886, mIoU: 0.475
2023-07-14 00:54:13,792 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.886, mIoU: 0.476
2023-07-14 00:54:13,924 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.887, mIoU: 0.476
2023-07-14 00:54:14,052 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.887, mIoU: 0.476
2023-07-14 00:54:14,184 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.887, mIoU: 0.476
2023-07-14 00:54:14,319 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.886, mIoU: 0.476
2023-07-14 00:54:14,450 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.885, mIoU: 0.476
2023-07-14 00:54:14,580 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.883, mIoU: 0.476
2023-07-14 00:54:14,706 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.883, mIoU: 0.475
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2023-07-14 00:54:41,734 semantic_segmentation INFO: Sample: 304, Validation pixAcc: 0.894, mIoU: 0.477
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2023-07-14 00:54:42,400 semantic_segmentation INFO: Sample: 309, Validation pixAcc: 0.895, mIoU: 0.477
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2023-07-14 00:54:43,827 semantic_segmentation INFO: Sample: 320, Validation pixAcc: 0.893, mIoU: 0.474
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2023-07-14 00:54:44,355 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.893, mIoU: 0.472
2023-07-14 00:54:44,484 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.892, mIoU: 0.472
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2023-07-14 00:54:44,742 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.893, mIoU: 0.473
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2023-07-14 00:54:45,944 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.894, mIoU: 0.474
2023-07-14 00:54:46,077 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.894, mIoU: 0.474
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2023-07-14 00:54:47,254 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.896, mIoU: 0.476
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2023-07-14 00:54:47,524 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.896, mIoU: 0.477
2023-07-14 00:54:47,655 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.896, mIoU: 0.477
2023-07-14 00:54:47,789 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.896, mIoU: 0.477
2023-07-14 00:54:47,922 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.896, mIoU: 0.477
2023-07-14 00:54:48,052 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.896, mIoU: 0.477
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2023-07-14 00:54:49,788 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.897, mIoU: 0.479
2023-07-14 00:54:49,919 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.898, mIoU: 0.479
2023-07-14 00:54:50,054 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.898, mIoU: 0.480
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2023-07-14 00:54:50,998 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.899, mIoU: 0.482
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2023-07-14 00:54:54,724 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.902, mIoU: 0.486
2023-07-14 00:54:54,851 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.902, mIoU: 0.486
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2023-07-14 00:54:55,117 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.902, mIoU: 0.487
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2023-07-14 00:54:55,781 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.902, mIoU: 0.488
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2023-07-14 00:54:56,044 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.903, mIoU: 0.489
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2023-07-14 00:54:56,839 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.903, mIoU: 0.490
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2023-07-14 00:54:57,238 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.904, mIoU: 0.490
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2023-07-14 00:54:58,438 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.905, mIoU: 0.491
2023-07-14 00:54:58,574 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.905, mIoU: 0.491
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2023-07-14 00:54:59,108 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.905, mIoU: 0.492
2023-07-14 00:54:59,240 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.905, mIoU: 0.492
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2023-07-14 00:54:59,775 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.906, mIoU: 0.492
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2023-07-14 00:55:00,046 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.906, mIoU: 0.492
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2023-07-14 00:55:00,992 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.907, mIoU: 0.493
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2023-07-14 00:55:01,804 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.907, mIoU: 0.494
2023-07-14 00:55:01,941 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.907, mIoU: 0.495
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2023-07-14 00:55:02,478 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.907, mIoU: 0.496
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2023-07-14 00:55:03,014 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.908, mIoU: 0.496
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2023-07-14 00:55:04,884 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.908, mIoU: 0.497
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2023-07-14 00:55:05,831 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.909, mIoU: 0.497
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2023-07-14 00:55:06,100 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.908, mIoU: 0.497
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2023-07-14 00:55:06,371 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.908, mIoU: 0.497
2023-07-14 00:55:06,503 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.909, mIoU: 0.497
2023-07-14 00:55:06,637 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.909, mIoU: 0.498
2023-07-14 00:55:06,773 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.909, mIoU: 0.498
2023-07-14 00:55:06,905 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.909, mIoU: 0.498
2023-07-14 00:55:07,039 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.909, mIoU: 0.498
2023-07-14 00:55:07,175 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.909, mIoU: 0.498
2023-07-14 00:55:07,306 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.909, mIoU: 0.498
2023-07-14 00:55:07,439 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.909, mIoU: 0.498
2023-07-14 00:55:07,571 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.909, mIoU: 0.498
2023-07-14 00:55:07,704 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.909, mIoU: 0.498
2023-07-14 00:55:07,836 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.909, mIoU: 0.498
2023-07-14 00:55:44,747 semantic_segmentation INFO: Iters: 12010/50000 || Lr: 0.015620 || Task Loss: 0.4870 || KD Loss: 0.2317|| 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: 11:51:27 || Estimated Time: 1 day, 13:30:25
2023-07-14 00:56:21,391 semantic_segmentation INFO: Iters: 12020/50000 || Lr: 0.015616 || Task Loss: 0.5752 || KD Loss: 0.2954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:52:04 || Estimated Time: 1 day, 13:29:53
2023-07-14 00:56:58,097 semantic_segmentation INFO: Iters: 12030/50000 || Lr: 0.015612 || Task Loss: 0.4436 || KD Loss: 0.2105|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:52:41 || Estimated Time: 1 day, 13:29:21
2023-07-14 00:57:34,765 semantic_segmentation INFO: Iters: 12040/50000 || Lr: 0.015608 || Task Loss: 0.4037 || KD Loss: 0.1830|| 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: 11:53:17 || Estimated Time: 1 day, 13:28:49
2023-07-14 00:58:11,260 semantic_segmentation INFO: Iters: 12050/50000 || Lr: 0.015605 || Task Loss: 0.4590 || KD Loss: 0.1898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1275|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:53:54 || Estimated Time: 1 day, 13:28:17
2023-07-14 00:58:47,731 semantic_segmentation INFO: Iters: 12060/50000 || Lr: 0.015601 || Task Loss: 0.5865 || KD Loss: 0.2470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:54:30 || Estimated Time: 1 day, 13:27:44
2023-07-14 00:59:24,354 semantic_segmentation INFO: Iters: 12070/50000 || Lr: 0.015597 || Task Loss: 0.4653 || KD Loss: 0.2066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:55:07 || Estimated Time: 1 day, 13:27:12
2023-07-14 01:00:01,231 semantic_segmentation INFO: Iters: 12080/50000 || Lr: 0.015594 || Task Loss: 0.3515 || KD Loss: 0.1454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:55:44 || Estimated Time: 1 day, 13:26:40
2023-07-14 01:00:37,484 semantic_segmentation INFO: Iters: 12090/50000 || Lr: 0.015590 || Task Loss: 0.3705 || KD Loss: 0.3349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:56:20 || Estimated Time: 1 day, 13:26:07
2023-07-14 01:01:13,999 semantic_segmentation INFO: Iters: 12100/50000 || Lr: 0.015586 || Task Loss: 0.3716 || KD Loss: 0.1822|| 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: 11:56:56 || Estimated Time: 1 day, 13:25:35
2023-07-14 01:01:50,599 semantic_segmentation INFO: Iters: 12110/50000 || Lr: 0.015583 || Task Loss: 0.4075 || KD Loss: 0.1709|| 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: 11:57:33 || Estimated Time: 1 day, 13:25:02
2023-07-14 01:02:27,195 semantic_segmentation INFO: Iters: 12120/50000 || Lr: 0.015579 || Task Loss: 0.3621 || KD Loss: 0.1779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:58:10 || Estimated Time: 1 day, 13:24:30
2023-07-14 01:03:03,829 semantic_segmentation INFO: Iters: 12130/50000 || Lr: 0.015575 || Task Loss: 0.3349 || KD Loss: 0.1512|| 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: 11:58:46 || Estimated Time: 1 day, 13:23:58
2023-07-14 01:03:40,173 semantic_segmentation INFO: Iters: 12140/50000 || Lr: 0.015571 || Task Loss: 0.5690 || KD Loss: 0.2534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 11:59:23 || Estimated Time: 1 day, 13:23:25
2023-07-14 01:04:17,124 semantic_segmentation INFO: Iters: 12150/50000 || Lr: 0.015568 || Task Loss: 0.4255 || KD Loss: 0.2007|| 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: 12:00:00 || Estimated Time: 1 day, 13:22:54
2023-07-14 01:04:53,584 semantic_segmentation INFO: Iters: 12160/50000 || Lr: 0.015564 || Task Loss: 0.3823 || KD Loss: 0.1944|| 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: 12:00:36 || Estimated Time: 1 day, 13:22:21
2023-07-14 01:05:30,334 semantic_segmentation INFO: Iters: 12170/50000 || Lr: 0.015560 || Task Loss: 0.3161 || KD Loss: 0.1228|| 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: 12:01:13 || Estimated Time: 1 day, 13:21:49
2023-07-14 01:06:07,145 semantic_segmentation INFO: Iters: 12180/50000 || Lr: 0.015557 || Task Loss: 0.4102 || KD Loss: 0.1740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:01:50 || Estimated Time: 1 day, 13:21:17
2023-07-14 01:06:43,649 semantic_segmentation INFO: Iters: 12190/50000 || Lr: 0.015553 || Task Loss: 0.3289 || KD Loss: 0.1269|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:02:26 || Estimated Time: 1 day, 13:20:45
2023-07-14 01:07:20,102 semantic_segmentation INFO: Iters: 12200/50000 || Lr: 0.015549 || Task Loss: 0.3874 || KD Loss: 0.1909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:03:03 || Estimated Time: 1 day, 13:20:12
2023-07-14 01:07:57,120 semantic_segmentation INFO: Iters: 12210/50000 || Lr: 0.015546 || Task Loss: 0.5460 || KD Loss: 0.2753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1242|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:03:40 || Estimated Time: 1 day, 13:19:41
2023-07-14 01:08:34,161 semantic_segmentation INFO: Iters: 12220/50000 || Lr: 0.015542 || Task Loss: 0.4434 || KD Loss: 0.1902|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:04:17 || Estimated Time: 1 day, 13:19:10
2023-07-14 01:09:10,509 semantic_segmentation INFO: Iters: 12230/50000 || Lr: 0.015538 || Task Loss: 0.3701 || KD Loss: 0.1546|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:04:53 || Estimated Time: 1 day, 13:18:37
2023-07-14 01:09:47,318 semantic_segmentation INFO: Iters: 12240/50000 || Lr: 0.015534 || Task Loss: 0.3999 || KD Loss: 0.1795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1234|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:05:30 || Estimated Time: 1 day, 13:18:05
2023-07-14 01:10:24,187 semantic_segmentation INFO: Iters: 12250/50000 || Lr: 0.015531 || Task Loss: 0.5392 || KD Loss: 0.2911|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:06:07 || Estimated Time: 1 day, 13:17:34
2023-07-14 01:11:00,760 semantic_segmentation INFO: Iters: 12260/50000 || Lr: 0.015527 || Task Loss: 0.4367 || KD Loss: 0.2738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 13:17:01
2023-07-14 01:11:37,709 semantic_segmentation INFO: Iters: 12270/50000 || Lr: 0.015523 || Task Loss: 0.5967 || KD Loss: 0.2635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1376|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:07:20 || Estimated Time: 1 day, 13:16:30
2023-07-14 01:12:14,023 semantic_segmentation INFO: Iters: 12280/50000 || Lr: 0.015520 || Task Loss: 0.3685 || KD Loss: 0.1762|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:07:57 || Estimated Time: 1 day, 13:15:57
2023-07-14 01:12:50,530 semantic_segmentation INFO: Iters: 12290/50000 || Lr: 0.015516 || Task Loss: 0.4474 || KD Loss: 0.1707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 13:15:24
2023-07-14 01:13:27,161 semantic_segmentation INFO: Iters: 12300/50000 || Lr: 0.015512 || Task Loss: 0.3905 || KD Loss: 0.1772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:09:10 || Estimated Time: 1 day, 13:14:51
2023-07-14 01:14:04,041 semantic_segmentation INFO: Iters: 12310/50000 || Lr: 0.015509 || Task Loss: 0.3632 || KD Loss: 0.1448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:09:47 || Estimated Time: 1 day, 13:14:20
2023-07-14 01:14:40,433 semantic_segmentation INFO: Iters: 12320/50000 || Lr: 0.015505 || Task Loss: 0.3406 || KD Loss: 0.1647|| 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: 12:10:23 || Estimated Time: 1 day, 13:13:47
2023-07-14 01:15:17,286 semantic_segmentation INFO: Iters: 12330/50000 || Lr: 0.015501 || Task Loss: 0.3973 || KD Loss: 0.2040|| 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: 12:11:00 || Estimated Time: 1 day, 13:13:15
2023-07-14 01:15:53,848 semantic_segmentation INFO: Iters: 12340/50000 || Lr: 0.015497 || Task Loss: 0.3626 || KD Loss: 0.1998|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1305|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:11:36 || Estimated Time: 1 day, 13:12:43
2023-07-14 01:16:30,368 semantic_segmentation INFO: Iters: 12350/50000 || Lr: 0.015494 || Task Loss: 0.7332 || KD Loss: 0.3077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:12:13 || Estimated Time: 1 day, 13:12:10
2023-07-14 01:17:07,406 semantic_segmentation INFO: Iters: 12360/50000 || Lr: 0.015490 || Task Loss: 0.3492 || KD Loss: 0.1580|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:12:50 || Estimated Time: 1 day, 13:11:39
2023-07-14 01:17:44,157 semantic_segmentation INFO: Iters: 12370/50000 || Lr: 0.015486 || Task Loss: 0.4134 || KD Loss: 0.1878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:13:27 || Estimated Time: 1 day, 13:11:07
2023-07-14 01:18:20,801 semantic_segmentation INFO: Iters: 12380/50000 || Lr: 0.015483 || Task Loss: 0.3207 || KD Loss: 0.1212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 13:10:35
2023-07-14 01:18:57,071 semantic_segmentation INFO: Iters: 12390/50000 || Lr: 0.015479 || Task Loss: 0.4109 || KD Loss: 0.1805|| 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: 12:14:40 || Estimated Time: 1 day, 13:10:01
2023-07-14 01:19:33,880 semantic_segmentation INFO: Iters: 12400/50000 || Lr: 0.015475 || Task Loss: 0.4312 || KD Loss: 0.1798|| 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: 12:15:16 || Estimated Time: 1 day, 13:09:29
2023-07-14 01:20:10,936 semantic_segmentation INFO: Iters: 12410/50000 || Lr: 0.015472 || Task Loss: 0.3459 || KD Loss: 0.1400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:15:53 || Estimated Time: 1 day, 13:08:58
2023-07-14 01:20:47,582 semantic_segmentation INFO: Iters: 12420/50000 || Lr: 0.015468 || Task Loss: 0.3837 || KD Loss: 0.1586|| 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: 12:16:30 || Estimated Time: 1 day, 13:08:26
2023-07-14 01:21:24,068 semantic_segmentation INFO: Iters: 12430/50000 || Lr: 0.015464 || Task Loss: 0.4966 || KD Loss: 0.2444|| 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: 12:17:07 || Estimated Time: 1 day, 13:07:53
2023-07-14 01:22:00,932 semantic_segmentation INFO: Iters: 12440/50000 || Lr: 0.015460 || Task Loss: 0.4433 || KD Loss: 0.1877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:17:43 || Estimated Time: 1 day, 13:07:21
2023-07-14 01:22:37,714 semantic_segmentation INFO: Iters: 12450/50000 || Lr: 0.015457 || Task Loss: 0.3962 || KD Loss: 0.1581|| 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: 12:18:20 || Estimated Time: 1 day, 13:06:49
2023-07-14 01:23:14,713 semantic_segmentation INFO: Iters: 12460/50000 || Lr: 0.015453 || Task Loss: 0.3790 || KD Loss: 0.1494|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:18:57 || Estimated Time: 1 day, 13:06:18
2023-07-14 01:23:51,242 semantic_segmentation INFO: Iters: 12470/50000 || Lr: 0.015449 || Task Loss: 0.5921 || KD Loss: 0.2558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:19:34 || Estimated Time: 1 day, 13:05:45
2023-07-14 01:24:27,728 semantic_segmentation INFO: Iters: 12480/50000 || Lr: 0.015446 || Task Loss: 0.2713 || KD Loss: 0.1371|| 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: 12:20:10 || Estimated Time: 1 day, 13:05:13
2023-07-14 01:25:04,578 semantic_segmentation INFO: Iters: 12490/50000 || Lr: 0.015442 || Task Loss: 0.3574 || KD Loss: 0.2025|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1193|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:20:47 || Estimated Time: 1 day, 13:04:41
2023-07-14 01:25:41,123 semantic_segmentation INFO: Iters: 12500/50000 || Lr: 0.015438 || Task Loss: 0.3846 || KD Loss: 0.1767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1222|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:21:24 || Estimated Time: 1 day, 13:04:08
2023-07-14 01:26:17,669 semantic_segmentation INFO: Iters: 12510/50000 || Lr: 0.015434 || Task Loss: 0.6306 || KD Loss: 0.2687|| 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: 12:22:00 || Estimated Time: 1 day, 13:03:35
2023-07-14 01:26:54,959 semantic_segmentation INFO: Iters: 12520/50000 || Lr: 0.015431 || Task Loss: 0.2482 || KD Loss: 0.1164|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:22:37 || Estimated Time: 1 day, 13:03:05
2023-07-14 01:27:31,448 semantic_segmentation INFO: Iters: 12530/50000 || Lr: 0.015427 || Task Loss: 0.3754 || KD Loss: 0.1487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:23:14 || Estimated Time: 1 day, 13:02:32
2023-07-14 01:28:08,387 semantic_segmentation INFO: Iters: 12540/50000 || Lr: 0.015423 || Task Loss: 0.4050 || KD Loss: 0.1800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:23:51 || Estimated Time: 1 day, 13:02:00
2023-07-14 01:28:44,807 semantic_segmentation INFO: Iters: 12550/50000 || Lr: 0.015420 || Task Loss: 0.6480 || KD Loss: 0.3388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:24:27 || Estimated Time: 1 day, 13:01:27
2023-07-14 01:29:21,626 semantic_segmentation INFO: Iters: 12560/50000 || Lr: 0.015416 || Task Loss: 0.6224 || KD Loss: 0.2761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1296|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:25:04 || Estimated Time: 1 day, 13:00:55
2023-07-14 01:29:58,522 semantic_segmentation INFO: Iters: 12570/50000 || Lr: 0.015412 || Task Loss: 0.4154 || KD Loss: 0.1554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:25:41 || Estimated Time: 1 day, 13:00:24
2023-07-14 01:30:35,543 semantic_segmentation INFO: Iters: 12580/50000 || Lr: 0.015409 || Task Loss: 0.4550 || KD Loss: 0.2185|| 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: 12:26:18 || Estimated Time: 1 day, 12:59:52
2023-07-14 01:31:11,970 semantic_segmentation INFO: Iters: 12590/50000 || Lr: 0.015405 || Task Loss: 0.6187 || KD Loss: 0.2886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1234|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:26:54 || Estimated Time: 1 day, 12:59:19
2023-07-14 01:31:48,700 semantic_segmentation INFO: Iters: 12600/50000 || Lr: 0.015401 || Task Loss: 0.4983 || KD Loss: 0.2077|| 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: 12:27:31 || Estimated Time: 1 day, 12:58:47
2023-07-14 01:32:25,513 semantic_segmentation INFO: Iters: 12610/50000 || Lr: 0.015397 || Task Loss: 0.4554 || KD Loss: 0.2161|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1331|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:28:08 || Estimated Time: 1 day, 12:58:15
2023-07-14 01:33:02,315 semantic_segmentation INFO: Iters: 12620/50000 || Lr: 0.015394 || Task Loss: 0.4830 || KD Loss: 0.2213|| 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: 12:28:45 || Estimated Time: 1 day, 12:57:43
2023-07-14 01:33:38,660 semantic_segmentation INFO: Iters: 12630/50000 || Lr: 0.015390 || Task Loss: 0.3457 || KD Loss: 0.1467|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:29:21 || Estimated Time: 1 day, 12:57:10
2023-07-14 01:34:15,437 semantic_segmentation INFO: Iters: 12640/50000 || Lr: 0.015386 || Task Loss: 0.4382 || KD Loss: 0.1735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:29:58 || Estimated Time: 1 day, 12:56:37
2023-07-14 01:34:51,777 semantic_segmentation INFO: Iters: 12650/50000 || Lr: 0.015383 || Task Loss: 0.2878 || KD Loss: 0.1501|| 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: 12:30:34 || Estimated Time: 1 day, 12:56:04
2023-07-14 01:35:28,251 semantic_segmentation INFO: Iters: 12660/50000 || Lr: 0.015379 || Task Loss: 0.5264 || KD Loss: 0.2426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:31:11 || Estimated Time: 1 day, 12:55:31
2023-07-14 01:36:04,993 semantic_segmentation INFO: Iters: 12670/50000 || Lr: 0.015375 || Task Loss: 0.4118 || KD Loss: 0.2123|| 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: 12:31:47 || Estimated Time: 1 day, 12:54:59
2023-07-14 01:36:41,314 semantic_segmentation INFO: Iters: 12680/50000 || Lr: 0.015371 || Task Loss: 0.4852 || KD Loss: 0.1833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:32:24 || Estimated Time: 1 day, 12:54:25
2023-07-14 01:37:18,101 semantic_segmentation INFO: Iters: 12690/50000 || Lr: 0.015368 || Task Loss: 0.4159 || KD Loss: 0.1946|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:33:01 || Estimated Time: 1 day, 12:53:53
2023-07-14 01:37:54,730 semantic_segmentation INFO: Iters: 12700/50000 || Lr: 0.015364 || Task Loss: 0.4903 || KD Loss: 0.2190|| 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: 12:33:37 || Estimated Time: 1 day, 12:53:21
2023-07-14 01:38:31,095 semantic_segmentation INFO: Iters: 12710/50000 || Lr: 0.015360 || Task Loss: 0.5641 || KD Loss: 0.2704|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:34:14 || Estimated Time: 1 day, 12:52:47
2023-07-14 01:39:07,733 semantic_segmentation INFO: Iters: 12720/50000 || Lr: 0.015357 || Task Loss: 0.4489 || KD Loss: 0.2144|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:34:50 || Estimated Time: 1 day, 12:52:15
2023-07-14 01:39:44,300 semantic_segmentation INFO: Iters: 12730/50000 || Lr: 0.015353 || Task Loss: 0.4870 || KD Loss: 0.2081|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1281|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:35:27 || Estimated Time: 1 day, 12:51:42
2023-07-14 01:40:21,049 semantic_segmentation INFO: Iters: 12740/50000 || Lr: 0.015349 || Task Loss: 0.5433 || KD Loss: 0.2853|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:36:04 || Estimated Time: 1 day, 12:51:10
2023-07-14 01:40:57,824 semantic_segmentation INFO: Iters: 12750/50000 || Lr: 0.015346 || Task Loss: 0.3390 || KD Loss: 0.1711|| 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: 12:36:40 || Estimated Time: 1 day, 12:50:37
2023-07-14 01:41:34,290 semantic_segmentation INFO: Iters: 12760/50000 || Lr: 0.015342 || Task Loss: 0.4888 || KD Loss: 0.2107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1266|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:37:17 || Estimated Time: 1 day, 12:50:04
2023-07-14 01:42:10,909 semantic_segmentation INFO: Iters: 12770/50000 || Lr: 0.015338 || Task Loss: 0.5843 || KD Loss: 0.2244|| 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: 12:37:53 || Estimated Time: 1 day, 12:49:32
2023-07-14 01:42:47,578 semantic_segmentation INFO: Iters: 12780/50000 || Lr: 0.015334 || Task Loss: 0.3276 || KD Loss: 0.1289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:38:30 || Estimated Time: 1 day, 12:48:59
2023-07-14 01:43:24,376 semantic_segmentation INFO: Iters: 12790/50000 || Lr: 0.015331 || Task Loss: 0.4025 || KD Loss: 0.1940|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:39:07 || Estimated Time: 1 day, 12:48:27
2023-07-14 01:44:00,422 semantic_segmentation INFO: Iters: 12800/50000 || Lr: 0.015327 || Task Loss: 0.4053 || KD Loss: 0.1901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:39:43 || Estimated Time: 1 day, 12:47:53
2023-07-14 01:44:00,490 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 01:44:01,211 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.888, mIoU: 0.325
2023-07-14 01:44:01,337 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.926, mIoU: 0.416
2023-07-14 01:44:01,458 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.935, mIoU: 0.411
2023-07-14 01:44:01,585 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.936, mIoU: 0.411
2023-07-14 01:44:01,717 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.933, mIoU: 0.400
2023-07-14 01:44:01,848 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.934, mIoU: 0.399
2023-07-14 01:44:01,978 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.933, mIoU: 0.407
2023-07-14 01:44:02,105 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.936, mIoU: 0.421
2023-07-14 01:44:02,237 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.936, mIoU: 0.433
2023-07-14 01:44:02,369 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.932, mIoU: 0.452
2023-07-14 01:44:02,494 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.927, mIoU: 0.451
2023-07-14 01:44:02,627 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.924, mIoU: 0.480
2023-07-14 01:44:02,762 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.921, mIoU: 0.483
2023-07-14 01:44:02,892 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.921, mIoU: 0.479
2023-07-14 01:44:03,025 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.919, mIoU: 0.485
2023-07-14 01:44:03,158 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.918, mIoU: 0.484
2023-07-14 01:44:03,287 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.918, mIoU: 0.482
2023-07-14 01:44:03,417 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.919, mIoU: 0.480
2023-07-14 01:44:03,550 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.917, mIoU: 0.487
2023-07-14 01:44:03,680 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.915, mIoU: 0.491
2023-07-14 01:44:03,809 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.913, mIoU: 0.491
2023-07-14 01:44:03,931 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.907, mIoU: 0.498
2023-07-14 01:44:04,065 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.908, mIoU: 0.496
2023-07-14 01:44:04,199 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.907, mIoU: 0.506
2023-07-14 01:44:04,329 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.906, mIoU: 0.523
2023-07-14 01:44:04,462 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.906, mIoU: 0.526
2023-07-14 01:44:04,594 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.906, mIoU: 0.522
2023-07-14 01:44:04,723 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.906, mIoU: 0.520
2023-07-14 01:44:04,852 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.905, mIoU: 0.523
2023-07-14 01:44:04,987 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.904, mIoU: 0.512
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2023-07-14 01:44:06,824 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.909, mIoU: 0.513
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2023-07-14 01:44:07,372 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.912, mIoU: 0.512
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2023-07-14 01:44:58,296 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.916, mIoU: 0.515
2023-07-14 01:44:58,428 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.916, mIoU: 0.515
2023-07-14 01:44:58,563 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.916, mIoU: 0.515
2023-07-14 01:44:58,697 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.916, mIoU: 0.515
2023-07-14 01:44:58,831 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.916, mIoU: 0.515
2023-07-14 01:44:58,966 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.916, mIoU: 0.515
2023-07-14 01:44:59,099 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.916, mIoU: 0.515
2023-07-14 01:44:59,228 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.916, mIoU: 0.515
2023-07-14 01:44:59,363 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.916, mIoU: 0.515
2023-07-14 01:44:59,498 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.916, mIoU: 0.515
2023-07-14 01:44:59,630 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.917, mIoU: 0.515
2023-07-14 01:44:59,763 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.917, mIoU: 0.515
2023-07-14 01:44:59,897 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.917, mIoU: 0.515
2023-07-14 01:45:00,029 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.917, mIoU: 0.515
2023-07-14 01:45:00,162 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.917, mIoU: 0.515
2023-07-14 01:45:00,297 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.917, mIoU: 0.516
2023-07-14 01:45:00,428 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.917, mIoU: 0.516
2023-07-14 01:45:00,561 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.917, mIoU: 0.516
2023-07-14 01:45:00,694 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.917, mIoU: 0.516
2023-07-14 01:45:00,826 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.917, mIoU: 0.516
2023-07-14 01:45:00,959 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.917, mIoU: 0.516
2023-07-14 01:45:01,089 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.918, mIoU: 0.516
2023-07-14 01:45:01,223 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.918, mIoU: 0.516
2023-07-14 01:45:01,357 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.918, mIoU: 0.516
2023-07-14 01:45:01,486 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.918, mIoU: 0.517
2023-07-14 01:45:01,619 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.918, mIoU: 0.518
2023-07-14 01:45:01,754 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.918, mIoU: 0.518
2023-07-14 01:45:01,884 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.918, mIoU: 0.518
2023-07-14 01:45:02,018 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.918, mIoU: 0.518
2023-07-14 01:45:02,155 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.918, mIoU: 0.519
2023-07-14 01:45:02,284 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.918, mIoU: 0.519
2023-07-14 01:45:02,419 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.918, mIoU: 0.520
2023-07-14 01:45:02,554 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.918, mIoU: 0.520
2023-07-14 01:45:02,686 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.918, mIoU: 0.520
2023-07-14 01:45:02,818 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.918, mIoU: 0.520
2023-07-14 01:45:02,952 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.918, mIoU: 0.520
2023-07-14 01:45:03,084 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.918, mIoU: 0.520
2023-07-14 01:45:03,218 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.918, mIoU: 0.521
2023-07-14 01:45:03,349 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.918, mIoU: 0.521
2023-07-14 01:45:03,482 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.918, mIoU: 0.520
2023-07-14 01:45:03,617 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.918, mIoU: 0.520
2023-07-14 01:45:03,749 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.918, mIoU: 0.521
2023-07-14 01:45:03,883 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.918, mIoU: 0.520
2023-07-14 01:45:04,018 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.918, mIoU: 0.520
2023-07-14 01:45:04,150 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.918, mIoU: 0.520
2023-07-14 01:45:04,281 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.918, mIoU: 0.520
2023-07-14 01:45:04,417 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.918, mIoU: 0.521
2023-07-14 01:45:04,547 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.918, mIoU: 0.521
2023-07-14 01:45:04,683 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.918, mIoU: 0.521
2023-07-14 01:45:04,818 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.918, mIoU: 0.521
2023-07-14 01:45:04,951 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.918, mIoU: 0.521
2023-07-14 01:45:05,086 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.918, mIoU: 0.521
2023-07-14 01:45:05,222 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.918, mIoU: 0.521
2023-07-14 01:45:05,355 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.918, mIoU: 0.521
2023-07-14 01:45:05,491 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.918, mIoU: 0.521
2023-07-14 01:45:05,627 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.918, mIoU: 0.521
2023-07-14 01:45:05,761 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.918, mIoU: 0.521
2023-07-14 01:45:05,897 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.918, mIoU: 0.521
2023-07-14 01:45:06,033 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.918, mIoU: 0.522
2023-07-14 01:45:06,166 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.919, mIoU: 0.522
2023-07-14 01:45:06,301 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.919, mIoU: 0.522
2023-07-14 01:45:06,436 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.919, mIoU: 0.522
2023-07-14 01:45:06,569 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.919, mIoU: 0.522
2023-07-14 01:45:06,704 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.919, mIoU: 0.522
2023-07-14 01:45:06,839 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.919, mIoU: 0.523
2023-07-14 01:45:06,972 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.919, mIoU: 0.523
2023-07-14 01:45:07,102 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.919, mIoU: 0.523
2023-07-14 01:45:07,229 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.919, mIoU: 0.523
2023-07-14 01:45:07,360 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.919, mIoU: 0.523
2023-07-14 01:45:07,494 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.919, mIoU: 0.523
2023-07-14 01:45:07,621 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.919, mIoU: 0.523
2023-07-14 01:45:44,233 semantic_segmentation INFO: Iters: 12810/50000 || Lr: 0.015323 || Task Loss: 0.3780 || KD Loss: 0.1866|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 12:50:35
2023-07-14 01:46:20,601 semantic_segmentation INFO: Iters: 12820/50000 || Lr: 0.015320 || Task Loss: 0.4101 || KD Loss: 0.1699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:42:03 || Estimated Time: 1 day, 12:50:01
2023-07-14 01:46:57,132 semantic_segmentation INFO: Iters: 12830/50000 || Lr: 0.015316 || Task Loss: 0.4246 || KD Loss: 0.2035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1212|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:42:40 || Estimated Time: 1 day, 12:49:28
2023-07-14 01:47:33,509 semantic_segmentation INFO: Iters: 12840/50000 || Lr: 0.015312 || Task Loss: 0.4929 || KD Loss: 0.2254|| 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: 12:43:16 || Estimated Time: 1 day, 12:48:55
2023-07-14 01:48:10,159 semantic_segmentation INFO: Iters: 12850/50000 || Lr: 0.015308 || Task Loss: 0.3363 || KD Loss: 0.1337|| 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: 12:43:53 || Estimated Time: 1 day, 12:48:22
2023-07-14 01:48:46,612 semantic_segmentation INFO: Iters: 12860/50000 || Lr: 0.015305 || Task Loss: 0.4964 || KD Loss: 0.2111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:44:29 || Estimated Time: 1 day, 12:47:48
2023-07-14 01:49:22,932 semantic_segmentation INFO: Iters: 12870/50000 || Lr: 0.015301 || Task Loss: 0.4089 || KD Loss: 0.2467|| 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: 12:45:05 || Estimated Time: 1 day, 12:47:15
2023-07-14 01:49:59,651 semantic_segmentation INFO: Iters: 12880/50000 || Lr: 0.015297 || Task Loss: 0.2775 || KD Loss: 0.1176|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:45:42 || Estimated Time: 1 day, 12:46:42
2023-07-14 01:50:36,240 semantic_segmentation INFO: Iters: 12890/50000 || Lr: 0.015294 || Task Loss: 0.3881 || KD Loss: 0.1748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:46:19 || Estimated Time: 1 day, 12:46:09
2023-07-14 01:51:12,462 semantic_segmentation INFO: Iters: 12900/50000 || Lr: 0.015290 || Task Loss: 0.4785 || KD Loss: 0.2118|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:46:55 || Estimated Time: 1 day, 12:45:35
2023-07-14 01:51:48,731 semantic_segmentation INFO: Iters: 12910/50000 || Lr: 0.015286 || Task Loss: 0.3254 || KD Loss: 0.1510|| 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: 12:47:31 || Estimated Time: 1 day, 12:45:01
2023-07-14 01:52:25,208 semantic_segmentation INFO: Iters: 12920/50000 || Lr: 0.015282 || Task Loss: 0.3874 || KD Loss: 0.2048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:48:08 || Estimated Time: 1 day, 12:44:28
2023-07-14 01:53:01,741 semantic_segmentation INFO: Iters: 12930/50000 || Lr: 0.015279 || Task Loss: 0.5618 || KD Loss: 0.2722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:48:44 || Estimated Time: 1 day, 12:43:54
2023-07-14 01:53:38,229 semantic_segmentation INFO: Iters: 12940/50000 || Lr: 0.015275 || Task Loss: 0.3775 || KD Loss: 0.1513|| 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: 12:49:21 || Estimated Time: 1 day, 12:43:21
2023-07-14 01:54:14,507 semantic_segmentation INFO: Iters: 12950/50000 || Lr: 0.015271 || Task Loss: 0.4439 || KD Loss: 0.1990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:49:57 || Estimated Time: 1 day, 12:42:47
2023-07-14 01:54:51,253 semantic_segmentation INFO: Iters: 12960/50000 || Lr: 0.015268 || Task Loss: 0.4372 || KD Loss: 0.2022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:50:34 || Estimated Time: 1 day, 12:42:15
2023-07-14 01:55:27,495 semantic_segmentation INFO: Iters: 12970/50000 || Lr: 0.015264 || Task Loss: 0.3868 || KD Loss: 0.1795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:51:10 || Estimated Time: 1 day, 12:41:41
2023-07-14 01:56:04,071 semantic_segmentation INFO: Iters: 12980/50000 || Lr: 0.015260 || Task Loss: 0.4245 || KD Loss: 0.1597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:51:47 || Estimated Time: 1 day, 12:41:07
2023-07-14 01:56:40,364 semantic_segmentation INFO: Iters: 12990/50000 || Lr: 0.015256 || Task Loss: 0.4229 || KD Loss: 0.1976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:52:23 || Estimated Time: 1 day, 12:40:33
2023-07-14 01:57:17,107 semantic_segmentation INFO: Iters: 13000/50000 || Lr: 0.015253 || Task Loss: 0.3561 || KD Loss: 0.1345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:53:00 || Estimated Time: 1 day, 12:40:01
2023-07-14 01:57:53,085 semantic_segmentation INFO: Iters: 13010/50000 || Lr: 0.015249 || Task Loss: 0.4575 || KD Loss: 0.2341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 12:39:26
2023-07-14 01:58:29,498 semantic_segmentation INFO: Iters: 13020/50000 || Lr: 0.015245 || Task Loss: 0.4426 || KD Loss: 0.2054|| 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: 12:54:12 || Estimated Time: 1 day, 12:38:52
2023-07-14 01:59:05,918 semantic_segmentation INFO: Iters: 13030/50000 || Lr: 0.015242 || Task Loss: 0.4008 || KD Loss: 0.1717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1229|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:54:48 || Estimated Time: 1 day, 12:38:19
2023-07-14 01:59:42,238 semantic_segmentation INFO: Iters: 13040/50000 || Lr: 0.015238 || Task Loss: 0.4763 || KD Loss: 0.2235|| 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: 12:55:25 || Estimated Time: 1 day, 12:37:45
2023-07-14 02:00:18,901 semantic_segmentation INFO: Iters: 13050/50000 || Lr: 0.015234 || Task Loss: 0.3988 || KD Loss: 0.2238|| 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: 12:56:01 || Estimated Time: 1 day, 12:37:12
2023-07-14 02:00:55,255 semantic_segmentation INFO: Iters: 13060/50000 || Lr: 0.015231 || Task Loss: 0.3620 || KD Loss: 0.1684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:56:38 || Estimated Time: 1 day, 12:36:38
2023-07-14 02:01:31,869 semantic_segmentation INFO: Iters: 13070/50000 || Lr: 0.015227 || Task Loss: 0.4339 || KD Loss: 0.2151|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:57:14 || Estimated Time: 1 day, 12:36:05
2023-07-14 02:02:08,009 semantic_segmentation INFO: Iters: 13080/50000 || Lr: 0.015223 || Task Loss: 0.3908 || KD Loss: 0.1565|| 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: 12:57:51 || Estimated Time: 1 day, 12:35:31
2023-07-14 02:02:44,575 semantic_segmentation INFO: Iters: 13090/50000 || Lr: 0.015219 || Task Loss: 0.8510 || KD Loss: 0.4358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1221|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:58:27 || Estimated Time: 1 day, 12:34:58
2023-07-14 02:03:21,126 semantic_segmentation INFO: Iters: 13100/50000 || Lr: 0.015216 || Task Loss: 0.4043 || KD Loss: 0.1901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:59:04 || Estimated Time: 1 day, 12:34:25
2023-07-14 02:03:57,777 semantic_segmentation INFO: Iters: 13110/50000 || Lr: 0.015212 || Task Loss: 0.4193 || KD Loss: 0.2069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 12:59:40 || Estimated Time: 1 day, 12:33:52
2023-07-14 02:04:33,708 semantic_segmentation INFO: Iters: 13120/50000 || Lr: 0.015208 || Task Loss: 0.5938 || KD Loss: 0.2818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:00:16 || Estimated Time: 1 day, 12:33:17
2023-07-14 02:05:10,493 semantic_segmentation INFO: Iters: 13130/50000 || Lr: 0.015205 || Task Loss: 0.3515 || KD Loss: 0.1615|| 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: 13:00:53 || Estimated Time: 1 day, 12:32:44
2023-07-14 02:05:46,962 semantic_segmentation INFO: Iters: 13140/50000 || Lr: 0.015201 || Task Loss: 0.3968 || KD Loss: 0.1396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:01:29 || Estimated Time: 1 day, 12:32:10
2023-07-14 02:06:23,282 semantic_segmentation INFO: Iters: 13150/50000 || Lr: 0.015197 || Task Loss: 0.4092 || KD Loss: 0.2044|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:02:06 || Estimated Time: 1 day, 12:31:37
2023-07-14 02:06:59,684 semantic_segmentation INFO: Iters: 13160/50000 || Lr: 0.015193 || Task Loss: 0.6074 || KD Loss: 0.2680|| 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: 13:02:42 || Estimated Time: 1 day, 12:31:03
2023-07-14 02:07:36,194 semantic_segmentation INFO: Iters: 13170/50000 || Lr: 0.015190 || Task Loss: 0.4470 || KD Loss: 0.2304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 12:30:30
2023-07-14 02:08:12,600 semantic_segmentation INFO: Iters: 13180/50000 || Lr: 0.015186 || Task Loss: 0.3200 || KD Loss: 0.1252|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:03:55 || Estimated Time: 1 day, 12:29:56
2023-07-14 02:08:49,203 semantic_segmentation INFO: Iters: 13190/50000 || Lr: 0.015182 || Task Loss: 0.4905 || KD Loss: 0.2129|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:04:32 || Estimated Time: 1 day, 12:29:23
2023-07-14 02:09:25,473 semantic_segmentation INFO: Iters: 13200/50000 || Lr: 0.015179 || Task Loss: 0.2943 || KD Loss: 0.1090|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:05:08 || Estimated Time: 1 day, 12:28:49
2023-07-14 02:10:01,946 semantic_segmentation INFO: Iters: 13210/50000 || Lr: 0.015175 || Task Loss: 0.3401 || KD Loss: 0.1436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:05:44 || Estimated Time: 1 day, 12:28:15
2023-07-14 02:10:38,533 semantic_segmentation INFO: Iters: 13220/50000 || Lr: 0.015171 || Task Loss: 0.8155 || KD Loss: 0.4255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:06:21 || Estimated Time: 1 day, 12:27:42
2023-07-14 02:11:14,900 semantic_segmentation INFO: Iters: 13230/50000 || Lr: 0.015167 || Task Loss: 0.4050 || KD Loss: 0.1722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:06:57 || Estimated Time: 1 day, 12:27:08
2023-07-14 02:11:51,166 semantic_segmentation INFO: Iters: 13240/50000 || Lr: 0.015164 || Task Loss: 0.3093 || KD Loss: 0.1474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:07:34 || Estimated Time: 1 day, 12:26:34
2023-07-14 02:12:27,521 semantic_segmentation INFO: Iters: 13250/50000 || Lr: 0.015160 || Task Loss: 0.3200 || KD Loss: 0.1455|| 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: 13:08:10 || Estimated Time: 1 day, 12:26:00
2023-07-14 02:13:04,135 semantic_segmentation INFO: Iters: 13260/50000 || Lr: 0.015156 || Task Loss: 0.3001 || KD Loss: 0.1333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:08:47 || Estimated Time: 1 day, 12:25:27
2023-07-14 02:13:40,416 semantic_segmentation INFO: Iters: 13270/50000 || Lr: 0.015153 || Task Loss: 0.3603 || KD Loss: 0.1455|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 12:24:53
2023-07-14 02:14:16,996 semantic_segmentation INFO: Iters: 13280/50000 || Lr: 0.015149 || Task Loss: 0.4029 || KD Loss: 0.1814|| 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: 13:09:59 || Estimated Time: 1 day, 12:24:20
2023-07-14 02:14:53,221 semantic_segmentation INFO: Iters: 13290/50000 || Lr: 0.015145 || Task Loss: 0.3681 || KD Loss: 0.1642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:10:36 || Estimated Time: 1 day, 12:23:46
2023-07-14 02:15:29,483 semantic_segmentation INFO: Iters: 13300/50000 || Lr: 0.015141 || Task Loss: 0.4231 || KD Loss: 0.1772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:11:12 || Estimated Time: 1 day, 12:23:12
2023-07-14 02:16:06,197 semantic_segmentation INFO: Iters: 13310/50000 || Lr: 0.015138 || Task Loss: 0.5047 || KD Loss: 0.2571|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:11:49 || Estimated Time: 1 day, 12:22:39
2023-07-14 02:16:42,705 semantic_segmentation INFO: Iters: 13320/50000 || Lr: 0.015134 || Task Loss: 0.4779 || KD Loss: 0.2064|| 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: 13:12:25 || Estimated Time: 1 day, 12:22:05
2023-07-14 02:17:19,262 semantic_segmentation INFO: Iters: 13330/50000 || Lr: 0.015130 || Task Loss: 0.5658 || KD Loss: 0.2827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:13:02 || Estimated Time: 1 day, 12:21:32
2023-07-14 02:17:55,672 semantic_segmentation INFO: Iters: 13340/50000 || Lr: 0.015127 || Task Loss: 0.2792 || KD Loss: 0.1189|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:13:38 || Estimated Time: 1 day, 12:20:58
2023-07-14 02:18:31,947 semantic_segmentation INFO: Iters: 13350/50000 || Lr: 0.015123 || Task Loss: 0.3330 || KD Loss: 0.1511|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:14:14 || Estimated Time: 1 day, 12:20:24
2023-07-14 02:19:08,703 semantic_segmentation INFO: Iters: 13360/50000 || Lr: 0.015119 || Task Loss: 0.4542 || KD Loss: 0.1971|| 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: 13:14:51 || Estimated Time: 1 day, 12:19:51
2023-07-14 02:19:45,257 semantic_segmentation INFO: Iters: 13370/50000 || Lr: 0.015115 || Task Loss: 0.2666 || KD Loss: 0.1196|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:15:28 || Estimated Time: 1 day, 12:19:18
2023-07-14 02:20:21,720 semantic_segmentation INFO: Iters: 13380/50000 || Lr: 0.015112 || Task Loss: 0.3214 || KD Loss: 0.1480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:16:04 || Estimated Time: 1 day, 12:18:44
2023-07-14 02:20:58,332 semantic_segmentation INFO: Iters: 13390/50000 || Lr: 0.015108 || Task Loss: 0.3383 || KD Loss: 0.1510|| 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: 13:16:41 || Estimated Time: 1 day, 12:18:11
2023-07-14 02:21:34,607 semantic_segmentation INFO: Iters: 13400/50000 || Lr: 0.015104 || Task Loss: 0.5822 || KD Loss: 0.3251|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:17:17 || Estimated Time: 1 day, 12:17:37
2023-07-14 02:22:11,344 semantic_segmentation INFO: Iters: 13410/50000 || Lr: 0.015101 || Task Loss: 0.4507 || KD Loss: 0.2035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:17:54 || Estimated Time: 1 day, 12:17:04
2023-07-14 02:22:47,640 semantic_segmentation INFO: Iters: 13420/50000 || Lr: 0.015097 || Task Loss: 0.4262 || KD Loss: 0.1867|| 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: 13:18:30 || Estimated Time: 1 day, 12:16:30
2023-07-14 02:23:23,859 semantic_segmentation INFO: Iters: 13430/50000 || Lr: 0.015093 || Task Loss: 0.4970 || KD Loss: 0.2424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 12:15:56
2023-07-14 02:24:00,523 semantic_segmentation INFO: Iters: 13440/50000 || Lr: 0.015089 || Task Loss: 0.3830 || KD Loss: 0.2002|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:19:43 || Estimated Time: 1 day, 12:15:23
2023-07-14 02:24:37,414 semantic_segmentation INFO: Iters: 13450/50000 || Lr: 0.015086 || Task Loss: 0.3725 || KD Loss: 0.1597|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:20:20 || Estimated Time: 1 day, 12:14:50
2023-07-14 02:25:13,688 semantic_segmentation INFO: Iters: 13460/50000 || Lr: 0.015082 || Task Loss: 0.3832 || KD Loss: 0.1801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1278|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:20:56 || Estimated Time: 1 day, 12:14:16
2023-07-14 02:25:49,987 semantic_segmentation INFO: Iters: 13470/50000 || Lr: 0.015078 || Task Loss: 0.5089 || KD Loss: 0.2244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:21:32 || Estimated Time: 1 day, 12:13:42
2023-07-14 02:26:26,908 semantic_segmentation INFO: Iters: 13480/50000 || Lr: 0.015075 || Task Loss: 0.3054 || KD Loss: 0.1277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:22:09 || Estimated Time: 1 day, 12:13:10
2023-07-14 02:27:03,169 semantic_segmentation INFO: Iters: 13490/50000 || Lr: 0.015071 || Task Loss: 0.3805 || KD Loss: 0.1501|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:22:46 || Estimated Time: 1 day, 12:12:35
2023-07-14 02:27:39,425 semantic_segmentation INFO: Iters: 13500/50000 || Lr: 0.015067 || Task Loss: 0.3749 || KD Loss: 0.1563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:23:22 || Estimated Time: 1 day, 12:12:01
2023-07-14 02:28:16,080 semantic_segmentation INFO: Iters: 13510/50000 || Lr: 0.015063 || Task Loss: 0.4377 || KD Loss: 0.1783|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:23:59 || Estimated Time: 1 day, 12:11:28
2023-07-14 02:28:52,396 semantic_segmentation INFO: Iters: 13520/50000 || Lr: 0.015060 || Task Loss: 0.3563 || KD Loss: 0.1507|| 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: 13:24:35 || Estimated Time: 1 day, 12:10:54
2023-07-14 02:29:28,558 semantic_segmentation INFO: Iters: 13530/50000 || Lr: 0.015056 || Task Loss: 0.5929 || KD Loss: 0.2520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:25:11 || Estimated Time: 1 day, 12:10:19
2023-07-14 02:30:05,244 semantic_segmentation INFO: Iters: 13540/50000 || Lr: 0.015052 || Task Loss: 0.4802 || KD Loss: 0.1932|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1270|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:25:48 || Estimated Time: 1 day, 12:09:46
2023-07-14 02:30:41,846 semantic_segmentation INFO: Iters: 13550/50000 || Lr: 0.015049 || Task Loss: 0.4622 || KD Loss: 0.2045|| 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: 13:26:24 || Estimated Time: 1 day, 12:09:13
2023-07-14 02:31:18,467 semantic_segmentation INFO: Iters: 13560/50000 || Lr: 0.015045 || Task Loss: 0.3978 || KD Loss: 0.1521|| 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: 13:27:01 || Estimated Time: 1 day, 12:08:40
2023-07-14 02:31:54,762 semantic_segmentation INFO: Iters: 13570/50000 || Lr: 0.015041 || Task Loss: 0.5011 || KD Loss: 0.1968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1250|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:27:37 || Estimated Time: 1 day, 12:08:06
2023-07-14 02:32:31,183 semantic_segmentation INFO: Iters: 13580/50000 || Lr: 0.015037 || Task Loss: 0.3452 || KD Loss: 0.1536|| 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: 13:28:14 || Estimated Time: 1 day, 12:07:32
2023-07-14 02:33:07,659 semantic_segmentation INFO: Iters: 13590/50000 || Lr: 0.015034 || Task Loss: 0.5767 || KD Loss: 0.2595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1235|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:28:50 || Estimated Time: 1 day, 12:06:58
2023-07-14 02:33:44,104 semantic_segmentation INFO: Iters: 13600/50000 || Lr: 0.015030 || Task Loss: 0.5905 || KD Loss: 0.3293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:29:27 || Estimated Time: 1 day, 12:06:24
2023-07-14 02:33:44,176 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 02:33:44,772 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.908, mIoU: 0.318
2023-07-14 02:33:44,909 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.938, mIoU: 0.393
2023-07-14 02:33:45,040 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.943, mIoU: 0.404
2023-07-14 02:33:45,169 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.944, mIoU: 0.423
2023-07-14 02:33:45,301 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.945, mIoU: 0.415
2023-07-14 02:33:45,435 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.946, mIoU: 0.416
2023-07-14 02:33:45,565 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.946, mIoU: 0.448
2023-07-14 02:33:45,696 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.947, mIoU: 0.463
2023-07-14 02:33:45,827 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.946, mIoU: 0.475
2023-07-14 02:33:45,955 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.942, mIoU: 0.504
2023-07-14 02:33:46,085 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.939, mIoU: 0.512
2023-07-14 02:33:46,212 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.934, mIoU: 0.531
2023-07-14 02:33:46,345 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.931, mIoU: 0.527
2023-07-14 02:33:46,477 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.930, mIoU: 0.522
2023-07-14 02:33:46,606 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.927, mIoU: 0.516
2023-07-14 02:33:46,740 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.925, mIoU: 0.512
2023-07-14 02:33:46,875 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.925, mIoU: 0.506
2023-07-14 02:33:47,006 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.926, mIoU: 0.505
2023-07-14 02:33:47,138 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.925, mIoU: 0.511
2023-07-14 02:33:47,271 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.925, mIoU: 0.520
2023-07-14 02:33:47,401 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.926, mIoU: 0.521
2023-07-14 02:33:47,534 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.921, mIoU: 0.531
2023-07-14 02:33:47,669 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.921, mIoU: 0.529
2023-07-14 02:33:47,799 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.921, mIoU: 0.539
2023-07-14 02:33:47,931 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.918, mIoU: 0.550
2023-07-14 02:33:48,066 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.919, mIoU: 0.553
2023-07-14 02:33:48,196 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.918, mIoU: 0.547
2023-07-14 02:33:48,326 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.917, mIoU: 0.545
2023-07-14 02:33:48,451 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.917, mIoU: 0.547
2023-07-14 02:33:48,583 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.916, mIoU: 0.544
2023-07-14 02:33:48,717 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.916, mIoU: 0.544
2023-07-14 02:33:48,847 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.916, mIoU: 0.543
2023-07-14 02:33:48,979 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.917, mIoU: 0.546
2023-07-14 02:33:49,115 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.916, mIoU: 0.544
2023-07-14 02:33:49,245 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.916, mIoU: 0.545
2023-07-14 02:33:49,378 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.917, mIoU: 0.543
2023-07-14 02:33:49,510 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.917, mIoU: 0.542
2023-07-14 02:33:49,639 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.915, mIoU: 0.539
2023-07-14 02:33:49,766 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.914, mIoU: 0.538
2023-07-14 02:33:49,892 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.915, mIoU: 0.539
2023-07-14 02:33:50,024 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.915, mIoU: 0.538
2023-07-14 02:33:50,158 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.916, mIoU: 0.537
2023-07-14 02:33:50,286 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.916, mIoU: 0.537
2023-07-14 02:33:50,420 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.917, mIoU: 0.538
2023-07-14 02:33:50,556 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.917, mIoU: 0.537
2023-07-14 02:33:50,686 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.918, mIoU: 0.537
2023-07-14 02:33:50,818 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.919, mIoU: 0.537
2023-07-14 02:33:50,950 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.919, mIoU: 0.536
2023-07-14 02:33:51,079 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.920, mIoU: 0.541
2023-07-14 02:33:51,211 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.920, mIoU: 0.541
2023-07-14 02:33:51,345 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.919, mIoU: 0.541
2023-07-14 02:33:51,475 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.919, mIoU: 0.549
2023-07-14 02:33:51,601 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.918, mIoU: 0.545
2023-07-14 02:33:51,724 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.916, mIoU: 0.538
2023-07-14 02:33:51,856 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.914, mIoU: 0.536
2023-07-14 02:33:51,990 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.914, mIoU: 0.534
2023-07-14 02:33:52,121 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.914, mIoU: 0.535
2023-07-14 02:33:52,253 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.915, mIoU: 0.541
2023-07-14 02:33:52,384 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.915, mIoU: 0.546
2023-07-14 02:33:52,512 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.915, mIoU: 0.546
2023-07-14 02:33:52,643 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.914, mIoU: 0.549
2023-07-14 02:33:52,777 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.914, mIoU: 0.551
2023-07-14 02:33:52,908 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.914, mIoU: 0.550
2023-07-14 02:33:53,046 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.914, mIoU: 0.552
2023-07-14 02:33:53,186 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.913, mIoU: 0.553
2023-07-14 02:33:53,328 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.913, mIoU: 0.554
2023-07-14 02:33:53,469 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.912, mIoU: 0.551
2023-07-14 02:33:53,609 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.911, mIoU: 0.552
2023-07-14 02:33:53,750 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.911, mIoU: 0.551
2023-07-14 02:33:53,888 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.912, mIoU: 0.550
2023-07-14 02:33:54,026 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.912, mIoU: 0.550
2023-07-14 02:33:54,163 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.912, mIoU: 0.549
2023-07-14 02:33:54,301 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.912, mIoU: 0.547
2023-07-14 02:33:54,439 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.913, mIoU: 0.546
2023-07-14 02:33:54,574 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.913, mIoU: 0.546
2023-07-14 02:33:54,708 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.913, mIoU: 0.545
2023-07-14 02:33:54,843 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.913, mIoU: 0.545
2023-07-14 02:33:54,976 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.913, mIoU: 0.545
2023-07-14 02:33:55,115 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.913, mIoU: 0.545
2023-07-14 02:33:55,252 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.913, mIoU: 0.546
2023-07-14 02:33:55,388 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.913, mIoU: 0.548
2023-07-14 02:33:55,525 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.913, mIoU: 0.548
2023-07-14 02:33:55,664 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.913, mIoU: 0.547
2023-07-14 02:33:55,799 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.911, mIoU: 0.545
2023-07-14 02:33:55,934 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.909, mIoU: 0.543
2023-07-14 02:33:56,069 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.909, mIoU: 0.543
2023-07-14 02:33:56,204 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.909, mIoU: 0.545
2023-07-14 02:33:56,340 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.909, mIoU: 0.545
2023-07-14 02:33:56,477 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.909, mIoU: 0.544
2023-07-14 02:33:56,612 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.910, mIoU: 0.544
2023-07-14 02:33:56,749 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.910, mIoU: 0.544
2023-07-14 02:33:56,885 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.909, mIoU: 0.540
2023-07-14 02:33:57,019 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.909, mIoU: 0.540
2023-07-14 02:33:57,157 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.909, mIoU: 0.541
2023-07-14 02:33:57,295 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.910, mIoU: 0.541
2023-07-14 02:33:57,428 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.910, mIoU: 0.541
2023-07-14 02:33:57,565 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.910, mIoU: 0.539
2023-07-14 02:33:57,702 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.910, mIoU: 0.539
2023-07-14 02:33:57,836 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.909, mIoU: 0.540
2023-07-14 02:33:57,970 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.909, mIoU: 0.540
2023-07-14 02:33:58,104 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.907, mIoU: 0.539
2023-07-14 02:33:58,238 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.907, mIoU: 0.538
2023-07-14 02:33:58,374 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.907, mIoU: 0.538
2023-07-14 02:33:58,506 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.907, mIoU: 0.538
2023-07-14 02:33:58,642 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.907, mIoU: 0.538
2023-07-14 02:33:58,779 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.908, mIoU: 0.538
2023-07-14 02:33:58,911 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.908, mIoU: 0.538
2023-07-14 02:33:59,046 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.908, mIoU: 0.538
2023-07-14 02:33:59,183 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.908, mIoU: 0.538
2023-07-14 02:33:59,314 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.907, mIoU: 0.536
2023-07-14 02:33:59,450 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.907, mIoU: 0.536
2023-07-14 02:33:59,584 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.907, mIoU: 0.536
2023-07-14 02:33:59,718 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.908, mIoU: 0.535
2023-07-14 02:33:59,853 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.908, mIoU: 0.535
2023-07-14 02:33:59,988 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.908, mIoU: 0.536
2023-07-14 02:34:00,123 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.909, mIoU: 0.535
2023-07-14 02:34:00,258 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.908, mIoU: 0.538
2023-07-14 02:34:00,393 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.908, mIoU: 0.537
2023-07-14 02:34:00,525 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.908, mIoU: 0.535
2023-07-14 02:34:00,658 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.908, mIoU: 0.535
2023-07-14 02:34:00,790 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.908, mIoU: 0.535
2023-07-14 02:34:00,920 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.908, mIoU: 0.534
2023-07-14 02:34:01,055 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.908, mIoU: 0.535
2023-07-14 02:34:01,190 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.908, mIoU: 0.536
2023-07-14 02:34:01,322 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.908, mIoU: 0.537
2023-07-14 02:34:01,456 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.908, mIoU: 0.539
2023-07-14 02:34:01,591 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.908, mIoU: 0.540
2023-07-14 02:34:01,723 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.908, mIoU: 0.540
2023-07-14 02:34:01,856 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.908, mIoU: 0.539
2023-07-14 02:34:01,991 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.908, mIoU: 0.539
2023-07-14 02:34:02,125 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.909, mIoU: 0.539
2023-07-14 02:34:02,257 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.909, mIoU: 0.539
2023-07-14 02:34:02,393 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.910, mIoU: 0.539
2023-07-14 02:34:02,527 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.910, mIoU: 0.539
2023-07-14 02:34:02,660 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.910, mIoU: 0.537
2023-07-14 02:34:02,793 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.910, mIoU: 0.537
2023-07-14 02:34:02,927 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.911, mIoU: 0.537
2023-07-14 02:34:03,062 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.910, mIoU: 0.536
2023-07-14 02:34:03,192 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.910, mIoU: 0.535
2023-07-14 02:34:03,326 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.910, mIoU: 0.537
2023-07-14 02:34:03,461 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.910, mIoU: 0.537
2023-07-14 02:34:03,593 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.910, mIoU: 0.537
2023-07-14 02:34:03,724 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.910, mIoU: 0.536
2023-07-14 02:34:03,856 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.910, mIoU: 0.536
2023-07-14 02:34:03,985 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.910, mIoU: 0.536
2023-07-14 02:34:04,119 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.910, mIoU: 0.538
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2023-07-14 02:34:30,533 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.915, mIoU: 0.525
2023-07-14 02:34:30,670 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.915, mIoU: 0.526
2023-07-14 02:34:30,804 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.915, mIoU: 0.526
2023-07-14 02:34:30,938 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.915, mIoU: 0.526
2023-07-14 02:34:31,070 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.916, mIoU: 0.526
2023-07-14 02:34:31,205 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.916, mIoU: 0.526
2023-07-14 02:34:31,341 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.916, mIoU: 0.527
2023-07-14 02:34:31,473 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.916, mIoU: 0.527
2023-07-14 02:34:31,610 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.916, mIoU: 0.527
2023-07-14 02:34:31,746 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.916, mIoU: 0.526
2023-07-14 02:34:31,879 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.916, mIoU: 0.526
2023-07-14 02:34:32,015 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.916, mIoU: 0.526
2023-07-14 02:34:32,151 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.916, mIoU: 0.526
2023-07-14 02:34:32,285 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.916, mIoU: 0.527
2023-07-14 02:34:32,421 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.916, mIoU: 0.527
2023-07-14 02:34:32,557 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.916, mIoU: 0.527
2023-07-14 02:34:32,691 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.917, mIoU: 0.528
2023-07-14 02:34:32,827 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.917, mIoU: 0.528
2023-07-14 02:34:32,962 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.917, mIoU: 0.528
2023-07-14 02:34:33,096 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.917, mIoU: 0.528
2023-07-14 02:34:33,231 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.917, mIoU: 0.528
2023-07-14 02:34:33,366 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.917, mIoU: 0.528
2023-07-14 02:34:33,499 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.917, mIoU: 0.528
2023-07-14 02:34:33,631 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.917, mIoU: 0.529
2023-07-14 02:34:33,763 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.917, mIoU: 0.530
2023-07-14 02:34:33,894 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.917, mIoU: 0.530
2023-07-14 02:34:34,029 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.917, mIoU: 0.530
2023-07-14 02:34:34,165 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.917, mIoU: 0.530
2023-07-14 02:34:34,297 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.918, mIoU: 0.530
2023-07-14 02:34:34,431 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.918, mIoU: 0.531
2023-07-14 02:34:34,567 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.918, mIoU: 0.531
2023-07-14 02:34:34,698 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.918, mIoU: 0.531
2023-07-14 02:34:34,831 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.918, mIoU: 0.530
2023-07-14 02:34:34,966 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.918, mIoU: 0.530
2023-07-14 02:34:35,097 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.918, mIoU: 0.531
2023-07-14 02:34:35,226 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.918, mIoU: 0.532
2023-07-14 02:34:35,349 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.918, mIoU: 0.532
2023-07-14 02:34:35,481 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.918, mIoU: 0.532
2023-07-14 02:34:35,616 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.918, mIoU: 0.532
2023-07-14 02:34:35,747 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.918, mIoU: 0.532
2023-07-14 02:34:35,879 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.918, mIoU: 0.533
2023-07-14 02:34:36,012 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.919, mIoU: 0.533
2023-07-14 02:34:36,141 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.919, mIoU: 0.533
2023-07-14 02:34:36,273 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.919, mIoU: 0.533
2023-07-14 02:34:36,406 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.919, mIoU: 0.533
2023-07-14 02:34:36,537 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.919, mIoU: 0.533
2023-07-14 02:34:36,669 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.919, mIoU: 0.534
2023-07-14 02:34:36,803 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.919, mIoU: 0.534
2023-07-14 02:34:36,934 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.919, mIoU: 0.534
2023-07-14 02:34:37,063 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.919, mIoU: 0.534
2023-07-14 02:34:37,185 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.919, mIoU: 0.534
2023-07-14 02:34:37,319 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.919, mIoU: 0.534
2023-07-14 02:34:37,454 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.919, mIoU: 0.534
2023-07-14 02:34:37,585 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.919, mIoU: 0.534
2023-07-14 02:34:37,716 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.920, mIoU: 0.534
2023-07-14 02:34:37,848 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.920, mIoU: 0.534
2023-07-14 02:34:37,976 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.920, mIoU: 0.534
2023-07-14 02:34:38,105 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.920, mIoU: 0.534
2023-07-14 02:34:38,240 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.920, mIoU: 0.534
2023-07-14 02:34:38,371 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.920, mIoU: 0.534
2023-07-14 02:34:38,501 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.920, mIoU: 0.535
2023-07-14 02:34:38,632 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.920, mIoU: 0.535
2023-07-14 02:34:38,767 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.920, mIoU: 0.535
2023-07-14 02:34:38,897 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.920, mIoU: 0.535
2023-07-14 02:34:39,025 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.921, mIoU: 0.535
2023-07-14 02:34:39,158 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.921, mIoU: 0.535
2023-07-14 02:34:39,291 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.921, mIoU: 0.536
2023-07-14 02:34:39,420 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.921, mIoU: 0.537
2023-07-14 02:34:39,550 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.921, mIoU: 0.537
2023-07-14 02:34:39,684 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.921, mIoU: 0.537
2023-07-14 02:34:39,814 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.921, mIoU: 0.537
2023-07-14 02:34:39,945 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.921, mIoU: 0.537
2023-07-14 02:34:40,079 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.921, mIoU: 0.537
2023-07-14 02:34:40,211 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.921, mIoU: 0.537
2023-07-14 02:34:40,342 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.921, mIoU: 0.537
2023-07-14 02:34:40,471 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.921, mIoU: 0.537
2023-07-14 02:34:40,604 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.921, mIoU: 0.537
2023-07-14 02:34:40,735 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.921, mIoU: 0.537
2023-07-14 02:34:40,864 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.921, mIoU: 0.537
2023-07-14 02:34:40,997 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.922, mIoU: 0.537
2023-07-14 02:34:41,130 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.922, mIoU: 0.537
2023-07-14 02:34:41,260 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.922, mIoU: 0.537
2023-07-14 02:34:41,391 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.922, mIoU: 0.537
2023-07-14 02:34:41,524 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.922, mIoU: 0.538
2023-07-14 02:34:41,654 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.922, mIoU: 0.538
2023-07-14 02:34:41,785 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.922, mIoU: 0.537
2023-07-14 02:34:41,918 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.922, mIoU: 0.538
2023-07-14 02:34:42,050 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.922, mIoU: 0.538
2023-07-14 02:34:42,182 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.922, mIoU: 0.538
2023-07-14 02:34:42,310 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.922, mIoU: 0.538
2023-07-14 02:34:42,445 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.922, mIoU: 0.538
2023-07-14 02:34:42,581 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.923, mIoU: 0.538
2023-07-14 02:34:42,711 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.923, mIoU: 0.538
2023-07-14 02:34:42,846 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.923, mIoU: 0.538
2023-07-14 02:34:42,982 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.923, mIoU: 0.538
2023-07-14 02:34:43,113 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.923, mIoU: 0.538
2023-07-14 02:34:43,245 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.923, mIoU: 0.538
2023-07-14 02:34:43,378 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.923, mIoU: 0.538
2023-07-14 02:34:43,506 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.923, mIoU: 0.538
2023-07-14 02:34:43,637 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.923, mIoU: 0.538
2023-07-14 02:34:43,773 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.923, mIoU: 0.539
2023-07-14 02:34:43,905 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.923, mIoU: 0.539
2023-07-14 02:34:44,036 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.923, mIoU: 0.539
2023-07-14 02:34:44,170 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.923, mIoU: 0.539
2023-07-14 02:34:44,304 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.924, mIoU: 0.539
2023-07-14 02:34:44,437 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.924, mIoU: 0.539
2023-07-14 02:34:44,565 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.924, mIoU: 0.539
2023-07-14 02:34:44,697 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.924, mIoU: 0.540
2023-07-14 02:34:44,832 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.924, mIoU: 0.540
2023-07-14 02:34:44,962 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.924, mIoU: 0.539
2023-07-14 02:34:45,094 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.924, mIoU: 0.540
2023-07-14 02:34:45,228 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.924, mIoU: 0.541
2023-07-14 02:34:45,359 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.924, mIoU: 0.541
2023-07-14 02:34:45,493 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.924, mIoU: 0.542
2023-07-14 02:34:45,627 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.924, mIoU: 0.542
2023-07-14 02:34:45,756 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.924, mIoU: 0.542
2023-07-14 02:34:45,883 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.924, mIoU: 0.542
2023-07-14 02:34:46,010 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.924, mIoU: 0.543
2023-07-14 02:34:46,143 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.924, mIoU: 0.543
2023-07-14 02:34:46,276 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.924, mIoU: 0.543
2023-07-14 02:34:46,404 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.924, mIoU: 0.543
2023-07-14 02:34:46,536 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.924, mIoU: 0.543
2023-07-14 02:34:46,672 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.924, mIoU: 0.543
2023-07-14 02:34:46,803 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.924, mIoU: 0.544
2023-07-14 02:34:46,936 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.924, mIoU: 0.544
2023-07-14 02:34:47,070 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.924, mIoU: 0.544
2023-07-14 02:34:47,201 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.924, mIoU: 0.544
2023-07-14 02:34:47,333 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.924, mIoU: 0.544
2023-07-14 02:34:47,466 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.924, mIoU: 0.543
2023-07-14 02:34:47,595 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.924, mIoU: 0.543
2023-07-14 02:34:47,723 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.924, mIoU: 0.544
2023-07-14 02:34:47,846 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.924, mIoU: 0.544
2023-07-14 02:34:47,978 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.925, mIoU: 0.544
2023-07-14 02:34:48,112 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.925, mIoU: 0.544
2023-07-14 02:34:48,241 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.925, mIoU: 0.544
2023-07-14 02:34:48,376 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.925, mIoU: 0.544
2023-07-14 02:34:48,511 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.925, mIoU: 0.544
2023-07-14 02:34:48,642 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.925, mIoU: 0.544
2023-07-14 02:34:48,776 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.925, mIoU: 0.544
2023-07-14 02:34:48,910 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.925, mIoU: 0.544
2023-07-14 02:34:49,040 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.925, mIoU: 0.544
2023-07-14 02:34:49,172 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.925, mIoU: 0.544
2023-07-14 02:34:49,305 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.925, mIoU: 0.544
2023-07-14 02:34:49,434 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.925, mIoU: 0.545
2023-07-14 02:34:49,567 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.925, mIoU: 0.545
2023-07-14 02:34:49,692 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.925, mIoU: 0.545
2023-07-14 02:34:49,824 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.925, mIoU: 0.545
2023-07-14 02:34:49,959 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.925, mIoU: 0.545
2023-07-14 02:34:50,088 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.925, mIoU: 0.545
2023-07-14 02:34:50,222 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.925, mIoU: 0.545
2023-07-14 02:34:50,357 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.925, mIoU: 0.545
2023-07-14 02:34:50,488 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.925, mIoU: 0.545
2023-07-14 02:34:50,623 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.925, mIoU: 0.546
2023-07-14 02:34:50,759 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.925, mIoU: 0.546
2023-07-14 02:34:50,890 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.925, mIoU: 0.546
2023-07-14 02:34:51,025 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.926, mIoU: 0.546
2023-07-14 02:34:51,159 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.926, mIoU: 0.546
2023-07-14 02:35:27,912 semantic_segmentation INFO: Iters: 13610/50000 || Lr: 0.015026 || Task Loss: 0.7554 || KD Loss: 0.3416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:31:10 || Estimated Time: 1 day, 12:08:51
2023-07-14 02:36:04,448 semantic_segmentation INFO: Iters: 13620/50000 || Lr: 0.015023 || Task Loss: 0.4403 || KD Loss: 0.1806|| 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: 13:31:47 || Estimated Time: 1 day, 12:08:17
2023-07-14 02:36:41,065 semantic_segmentation INFO: Iters: 13630/50000 || Lr: 0.015019 || Task Loss: 0.3595 || KD Loss: 0.1385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1246|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:32:24 || Estimated Time: 1 day, 12:07:44
2023-07-14 02:37:17,545 semantic_segmentation INFO: Iters: 13640/50000 || Lr: 0.015015 || Task Loss: 0.4315 || KD Loss: 0.1777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:33:00 || Estimated Time: 1 day, 12:07:10
2023-07-14 02:37:54,295 semantic_segmentation INFO: Iters: 13650/50000 || Lr: 0.015011 || Task Loss: 0.4070 || KD Loss: 0.1743|| 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: 13:33:37 || Estimated Time: 1 day, 12:06:37
2023-07-14 02:38:30,846 semantic_segmentation INFO: Iters: 13660/50000 || Lr: 0.015008 || Task Loss: 0.4738 || KD Loss: 0.1993|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1231|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:34:13 || Estimated Time: 1 day, 12:06:03
2023-07-14 02:39:07,198 semantic_segmentation INFO: Iters: 13670/50000 || Lr: 0.015004 || Task Loss: 0.4256 || KD Loss: 0.1690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:34:50 || Estimated Time: 1 day, 12:05:29
2023-07-14 02:39:43,719 semantic_segmentation INFO: Iters: 13680/50000 || Lr: 0.015000 || Task Loss: 0.4562 || KD Loss: 0.2015|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:35:26 || Estimated Time: 1 day, 12:04:55
2023-07-14 02:40:20,409 semantic_segmentation INFO: Iters: 13690/50000 || Lr: 0.014997 || Task Loss: 0.3213 || KD Loss: 0.1242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:36:03 || Estimated Time: 1 day, 12:04:22
2023-07-14 02:40:56,940 semantic_segmentation INFO: Iters: 13700/50000 || Lr: 0.014993 || Task Loss: 0.3752 || KD Loss: 0.1648|| 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: 13:36:39 || Estimated Time: 1 day, 12:03:48
2023-07-14 02:41:33,161 semantic_segmentation INFO: Iters: 13710/50000 || Lr: 0.014989 || Task Loss: 0.2521 || KD Loss: 0.0966|| 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: 13:37:16 || Estimated Time: 1 day, 12:03:14
2023-07-14 02:42:09,652 semantic_segmentation INFO: Iters: 13720/50000 || Lr: 0.014985 || Task Loss: 0.4629 || KD Loss: 0.2283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1294|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:37:52 || Estimated Time: 1 day, 12:02:40
2023-07-14 02:42:46,238 semantic_segmentation INFO: Iters: 13730/50000 || Lr: 0.014982 || Task Loss: 0.4256 || KD Loss: 0.1967|| 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: 13:38:29 || Estimated Time: 1 day, 12:02:06
2023-07-14 02:43:22,608 semantic_segmentation INFO: Iters: 13740/50000 || Lr: 0.014978 || Task Loss: 0.3273 || KD Loss: 0.1429|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:39:05 || Estimated Time: 1 day, 12:01:32
2023-07-14 02:43:59,279 semantic_segmentation INFO: Iters: 13750/50000 || Lr: 0.014974 || Task Loss: 0.5510 || KD Loss: 0.2484|| 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: 13:39:42 || Estimated Time: 1 day, 12:00:59
2023-07-14 02:44:35,968 semantic_segmentation INFO: Iters: 13760/50000 || Lr: 0.014971 || Task Loss: 0.3551 || KD Loss: 0.1389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:40:18 || Estimated Time: 1 day, 12:00:25
2023-07-14 02:45:12,442 semantic_segmentation INFO: Iters: 13770/50000 || Lr: 0.014967 || Task Loss: 0.3700 || KD Loss: 0.1641|| 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: 13:40:55 || Estimated Time: 1 day, 11:59:51
2023-07-14 02:45:49,083 semantic_segmentation INFO: Iters: 13780/50000 || Lr: 0.014963 || Task Loss: 0.3485 || KD Loss: 0.1481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:41:32 || Estimated Time: 1 day, 11:59:18
2023-07-14 02:46:25,401 semantic_segmentation INFO: Iters: 13790/50000 || Lr: 0.014959 || Task Loss: 0.3343 || KD Loss: 0.1262|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:42:08 || Estimated Time: 1 day, 11:58:43
2023-07-14 02:47:01,910 semantic_segmentation INFO: Iters: 13800/50000 || Lr: 0.014956 || Task Loss: 0.2903 || KD Loss: 0.1396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:42:44 || Estimated Time: 1 day, 11:58:10
2023-07-14 02:47:38,995 semantic_segmentation INFO: Iters: 13810/50000 || Lr: 0.014952 || Task Loss: 0.3590 || KD Loss: 0.1534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:43:21 || Estimated Time: 1 day, 11:57:37
2023-07-14 02:48:15,217 semantic_segmentation INFO: Iters: 13820/50000 || Lr: 0.014948 || Task Loss: 0.3072 || KD Loss: 0.1341|| 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: 13:43:58 || Estimated Time: 1 day, 11:57:03
2023-07-14 02:48:51,576 semantic_segmentation INFO: Iters: 13830/50000 || Lr: 0.014945 || Task Loss: 0.4285 || KD Loss: 0.1848|| 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: 13:44:34 || Estimated Time: 1 day, 11:56:29
2023-07-14 02:49:28,022 semantic_segmentation INFO: Iters: 13840/50000 || Lr: 0.014941 || Task Loss: 0.3009 || KD Loss: 0.1206|| 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: 13:45:11 || Estimated Time: 1 day, 11:55:54
2023-07-14 02:50:04,505 semantic_segmentation INFO: Iters: 13850/50000 || Lr: 0.014937 || Task Loss: 0.4561 || KD Loss: 0.1955|| 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: 13:45:47 || Estimated Time: 1 day, 11:55:21
2023-07-14 02:50:40,957 semantic_segmentation INFO: Iters: 13860/50000 || Lr: 0.014933 || Task Loss: 0.5675 || KD Loss: 0.2523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:46:23 || Estimated Time: 1 day, 11:54:46
2023-07-14 02:51:17,525 semantic_segmentation INFO: Iters: 13870/50000 || Lr: 0.014930 || Task Loss: 0.7558 || KD Loss: 0.3058|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:47:00 || Estimated Time: 1 day, 11:54:13
2023-07-14 02:51:53,933 semantic_segmentation INFO: Iters: 13880/50000 || Lr: 0.014926 || Task Loss: 0.4387 || KD Loss: 0.1813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:47:36 || Estimated Time: 1 day, 11:53:39
2023-07-14 02:52:30,283 semantic_segmentation INFO: Iters: 13890/50000 || Lr: 0.014922 || Task Loss: 0.3062 || KD Loss: 0.1223|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:48:13 || Estimated Time: 1 day, 11:53:04
2023-07-14 02:53:06,934 semantic_segmentation INFO: Iters: 13900/50000 || Lr: 0.014918 || Task Loss: 0.4324 || KD Loss: 0.2135|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1212|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:48:49 || Estimated Time: 1 day, 11:52:31
2023-07-14 02:53:43,434 semantic_segmentation INFO: Iters: 13910/50000 || Lr: 0.014915 || Task Loss: 0.3672 || KD Loss: 0.1870|| 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: 13:49:26 || Estimated Time: 1 day, 11:51:57
2023-07-14 02:54:20,010 semantic_segmentation INFO: Iters: 13920/50000 || Lr: 0.014911 || Task Loss: 0.3310 || KD Loss: 0.1404|| 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: 13:50:03 || Estimated Time: 1 day, 11:51:23
2023-07-14 02:54:56,433 semantic_segmentation INFO: Iters: 13930/50000 || Lr: 0.014907 || Task Loss: 0.3123 || KD Loss: 0.1204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:50:39 || Estimated Time: 1 day, 11:50:49
2023-07-14 02:55:32,975 semantic_segmentation INFO: Iters: 13940/50000 || Lr: 0.014904 || Task Loss: 0.3697 || KD Loss: 0.1619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 11:50:15
2023-07-14 02:56:09,561 semantic_segmentation INFO: Iters: 13950/50000 || Lr: 0.014900 || Task Loss: 0.3706 || KD Loss: 0.1713|| 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: 13:51:52 || Estimated Time: 1 day, 11:49:42
2023-07-14 02:56:46,075 semantic_segmentation INFO: Iters: 13960/50000 || Lr: 0.014896 || Task Loss: 0.3793 || KD Loss: 0.1970|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:52:29 || Estimated Time: 1 day, 11:49:08
2023-07-14 02:57:22,621 semantic_segmentation INFO: Iters: 13970/50000 || Lr: 0.014892 || Task Loss: 0.4720 || KD Loss: 0.2188|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1336|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:53:05 || Estimated Time: 1 day, 11:48:34
2023-07-14 02:57:59,195 semantic_segmentation INFO: Iters: 13980/50000 || Lr: 0.014889 || Task Loss: 0.3503 || KD Loss: 0.1605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:53:42 || Estimated Time: 1 day, 11:48:00
2023-07-14 02:58:35,532 semantic_segmentation INFO: Iters: 13990/50000 || Lr: 0.014885 || Task Loss: 0.5150 || KD Loss: 0.2334|| 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: 13:54:18 || Estimated Time: 1 day, 11:47:26
2023-07-14 02:59:11,956 semantic_segmentation INFO: Iters: 14000/50000 || Lr: 0.014881 || Task Loss: 0.4391 || KD Loss: 0.2500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:54:54 || Estimated Time: 1 day, 11:46:52
2023-07-14 02:59:48,509 semantic_segmentation INFO: Iters: 14010/50000 || Lr: 0.014878 || Task Loss: 0.4414 || KD Loss: 0.1821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1189|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:55:31 || Estimated Time: 1 day, 11:46:18
2023-07-14 03:00:25,207 semantic_segmentation INFO: Iters: 14020/50000 || Lr: 0.014874 || Task Loss: 0.3268 || KD Loss: 0.1749|| 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: 13:56:08 || Estimated Time: 1 day, 11:45:45
2023-07-14 03:01:01,707 semantic_segmentation INFO: Iters: 14030/50000 || Lr: 0.014870 || Task Loss: 0.2891 || KD Loss: 0.1183|| 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: 13:56:44 || Estimated Time: 1 day, 11:45:11
2023-07-14 03:01:38,061 semantic_segmentation INFO: Iters: 14040/50000 || Lr: 0.014866 || Task Loss: 0.4658 || KD Loss: 0.2231|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:57:21 || Estimated Time: 1 day, 11:44:36
2023-07-14 03:02:14,680 semantic_segmentation INFO: Iters: 14050/50000 || Lr: 0.014863 || Task Loss: 0.3072 || KD Loss: 0.1327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:57:57 || Estimated Time: 1 day, 11:44:03
2023-07-14 03:02:50,984 semantic_segmentation INFO: Iters: 14060/50000 || Lr: 0.014859 || Task Loss: 0.5084 || KD Loss: 0.2202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:58:33 || Estimated Time: 1 day, 11:43:28
2023-07-14 03:03:27,820 semantic_segmentation INFO: Iters: 14070/50000 || Lr: 0.014855 || Task Loss: 0.3385 || KD Loss: 0.1554|| 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: 13:59:10 || Estimated Time: 1 day, 11:42:55
2023-07-14 03:04:04,055 semantic_segmentation INFO: Iters: 14080/50000 || Lr: 0.014852 || Task Loss: 0.4630 || KD Loss: 0.2279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 13:59:47 || Estimated Time: 1 day, 11:42:20
2023-07-14 03:04:40,890 semantic_segmentation INFO: Iters: 14090/50000 || Lr: 0.014848 || Task Loss: 0.6358 || KD Loss: 0.2892|| 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: 14:00:23 || Estimated Time: 1 day, 11:41:47
2023-07-14 03:05:17,326 semantic_segmentation INFO: Iters: 14100/50000 || Lr: 0.014844 || Task Loss: 0.4296 || KD Loss: 0.1980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1239|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:01:00 || Estimated Time: 1 day, 11:41:13
2023-07-14 03:05:53,991 semantic_segmentation INFO: Iters: 14110/50000 || Lr: 0.014840 || Task Loss: 0.5260 || KD Loss: 0.2769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:01:36 || Estimated Time: 1 day, 11:40:40
2023-07-14 03:06:30,534 semantic_segmentation INFO: Iters: 14120/50000 || Lr: 0.014837 || Task Loss: 0.3128 || KD Loss: 0.1478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:02:13 || Estimated Time: 1 day, 11:40:06
2023-07-14 03:07:06,909 semantic_segmentation INFO: Iters: 14130/50000 || Lr: 0.014833 || Task Loss: 0.3432 || KD Loss: 0.1612|| 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: 14:02:49 || Estimated Time: 1 day, 11:39:32
2023-07-14 03:07:43,294 semantic_segmentation INFO: Iters: 14140/50000 || Lr: 0.014829 || Task Loss: 0.4580 || KD Loss: 0.1875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:03:26 || Estimated Time: 1 day, 11:38:57
2023-07-14 03:08:19,935 semantic_segmentation INFO: Iters: 14150/50000 || Lr: 0.014825 || Task Loss: 0.3203 || KD Loss: 0.1344|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:04:02 || Estimated Time: 1 day, 11:38:24
2023-07-14 03:08:56,403 semantic_segmentation INFO: Iters: 14160/50000 || Lr: 0.014822 || Task Loss: 0.5410 || KD Loss: 0.2275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:04:39 || Estimated Time: 1 day, 11:37:50
2023-07-14 03:09:33,024 semantic_segmentation INFO: Iters: 14170/50000 || Lr: 0.014818 || Task Loss: 0.3602 || KD Loss: 0.1503|| 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: 14:05:16 || Estimated Time: 1 day, 11:37:16
2023-07-14 03:10:09,483 semantic_segmentation INFO: Iters: 14180/50000 || Lr: 0.014814 || Task Loss: 0.4114 || KD Loss: 0.1474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:05:52 || Estimated Time: 1 day, 11:36:42
2023-07-14 03:10:45,969 semantic_segmentation INFO: Iters: 14190/50000 || Lr: 0.014811 || Task Loss: 0.2760 || KD Loss: 0.1278|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:06:28 || Estimated Time: 1 day, 11:36:08
2023-07-14 03:11:22,430 semantic_segmentation INFO: Iters: 14200/50000 || Lr: 0.014807 || Task Loss: 0.3834 || KD Loss: 0.1529|| 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: 14:07:05 || Estimated Time: 1 day, 11:35:34
2023-07-14 03:11:58,969 semantic_segmentation INFO: Iters: 14210/50000 || Lr: 0.014803 || Task Loss: 0.4977 || KD Loss: 0.2409|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:07:41 || Estimated Time: 1 day, 11:35:00
2023-07-14 03:12:35,264 semantic_segmentation INFO: Iters: 14220/50000 || Lr: 0.014799 || Task Loss: 0.4709 || KD Loss: 0.2000|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:08:18 || Estimated Time: 1 day, 11:34:25
2023-07-14 03:13:12,203 semantic_segmentation INFO: Iters: 14230/50000 || Lr: 0.014796 || Task Loss: 0.4041 || KD Loss: 0.1584|| 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: 14:08:55 || Estimated Time: 1 day, 11:33:52
2023-07-14 03:13:48,777 semantic_segmentation INFO: Iters: 14240/50000 || Lr: 0.014792 || Task Loss: 0.5269 || KD Loss: 0.2922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:09:31 || Estimated Time: 1 day, 11:33:19
2023-07-14 03:14:25,299 semantic_segmentation INFO: Iters: 14250/50000 || Lr: 0.014788 || Task Loss: 0.3410 || KD Loss: 0.1267|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:10:08 || Estimated Time: 1 day, 11:32:45
2023-07-14 03:15:01,813 semantic_segmentation INFO: Iters: 14260/50000 || Lr: 0.014785 || Task Loss: 0.3132 || KD Loss: 0.1263|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 11:32:10
2023-07-14 03:15:38,186 semantic_segmentation INFO: Iters: 14270/50000 || Lr: 0.014781 || Task Loss: 0.3898 || KD Loss: 0.1849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:11:21 || Estimated Time: 1 day, 11:31:36
2023-07-14 03:16:14,482 semantic_segmentation INFO: Iters: 14280/50000 || Lr: 0.014777 || Task Loss: 0.8200 || KD Loss: 0.3766|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:11:57 || Estimated Time: 1 day, 11:31:02
2023-07-14 03:16:50,959 semantic_segmentation INFO: Iters: 14290/50000 || Lr: 0.014773 || Task Loss: 0.3219 || KD Loss: 0.1407|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:12:33 || Estimated Time: 1 day, 11:30:28
2023-07-14 03:17:27,408 semantic_segmentation INFO: Iters: 14300/50000 || Lr: 0.014770 || Task Loss: 0.8344 || KD Loss: 0.4280|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:13:10 || Estimated Time: 1 day, 11:29:53
2023-07-14 03:18:04,011 semantic_segmentation INFO: Iters: 14310/50000 || Lr: 0.014766 || Task Loss: 0.2337 || KD Loss: 0.0943|| 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: 14:13:47 || Estimated Time: 1 day, 11:29:19
2023-07-14 03:18:40,478 semantic_segmentation INFO: Iters: 14320/50000 || Lr: 0.014762 || Task Loss: 0.3448 || KD Loss: 0.1415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:14:23 || Estimated Time: 1 day, 11:28:45
2023-07-14 03:19:17,318 semantic_segmentation INFO: Iters: 14330/50000 || Lr: 0.014758 || Task Loss: 0.3256 || KD Loss: 0.1680|| 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: 14:15:00 || Estimated Time: 1 day, 11:28:12
2023-07-14 03:19:53,740 semantic_segmentation INFO: Iters: 14340/50000 || Lr: 0.014755 || Task Loss: 0.3602 || KD Loss: 0.1680|| 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: 14:15:36 || Estimated Time: 1 day, 11:27:38
2023-07-14 03:20:30,237 semantic_segmentation INFO: Iters: 14350/50000 || Lr: 0.014751 || Task Loss: 0.4392 || KD Loss: 0.2081|| 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: 14:16:13 || Estimated Time: 1 day, 11:27:04
2023-07-14 03:21:07,127 semantic_segmentation INFO: Iters: 14360/50000 || Lr: 0.014747 || Task Loss: 0.4722 || KD Loss: 0.2126|| 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: 14:16:50 || Estimated Time: 1 day, 11:26:31
2023-07-14 03:21:43,514 semantic_segmentation INFO: Iters: 14370/50000 || Lr: 0.014744 || Task Loss: 0.5270 || KD Loss: 0.2348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:17:26 || Estimated Time: 1 day, 11:25:56
2023-07-14 03:22:19,988 semantic_segmentation INFO: Iters: 14380/50000 || Lr: 0.014740 || Task Loss: 0.5362 || KD Loss: 0.2710|| 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: 14:18:02 || Estimated Time: 1 day, 11:25:22
2023-07-14 03:22:56,643 semantic_segmentation INFO: Iters: 14390/50000 || Lr: 0.014736 || Task Loss: 0.5158 || KD Loss: 0.2036|| 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: 14:18:39 || Estimated Time: 1 day, 11:24:49
2023-07-14 03:23:33,288 semantic_segmentation INFO: Iters: 14400/50000 || Lr: 0.014732 || Task Loss: 0.3345 || KD Loss: 0.1361|| 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: 14:19:16 || Estimated Time: 1 day, 11:24:15
2023-07-14 03:23:33,358 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 03:23:34,092 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.916, mIoU: 0.332
2023-07-14 03:23:34,228 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.941, mIoU: 0.410
2023-07-14 03:23:34,365 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.943, mIoU: 0.403
2023-07-14 03:23:34,499 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.944, mIoU: 0.420
2023-07-14 03:23:34,636 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.943, mIoU: 0.412
2023-07-14 03:23:34,772 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.944, mIoU: 0.410
2023-07-14 03:23:34,906 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.942, mIoU: 0.411
2023-07-14 03:23:35,043 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.942, mIoU: 0.420
2023-07-14 03:23:35,179 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.942, mIoU: 0.427
2023-07-14 03:23:35,313 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.939, mIoU: 0.460
2023-07-14 03:23:35,450 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.938, mIoU: 0.465
2023-07-14 03:23:35,584 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.934, mIoU: 0.494
2023-07-14 03:23:35,719 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.932, mIoU: 0.488
2023-07-14 03:23:35,856 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.931, mIoU: 0.483
2023-07-14 03:23:35,991 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.928, mIoU: 0.477
2023-07-14 03:23:36,126 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.927, mIoU: 0.475
2023-07-14 03:23:36,262 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.926, mIoU: 0.472
2023-07-14 03:23:36,397 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.926, mIoU: 0.476
2023-07-14 03:23:36,532 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.925, mIoU: 0.485
2023-07-14 03:23:36,664 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.926, mIoU: 0.493
2023-07-14 03:23:36,798 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.927, mIoU: 0.493
2023-07-14 03:23:36,934 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.921, mIoU: 0.499
2023-07-14 03:23:37,067 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.921, mIoU: 0.498
2023-07-14 03:23:37,202 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.921, mIoU: 0.505
2023-07-14 03:23:37,339 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.920, mIoU: 0.523
2023-07-14 03:23:37,470 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.920, mIoU: 0.527
2023-07-14 03:23:37,606 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.919, mIoU: 0.524
2023-07-14 03:23:37,742 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.918, mIoU: 0.521
2023-07-14 03:23:37,873 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.916, mIoU: 0.522
2023-07-14 03:23:38,008 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.915, mIoU: 0.523
2023-07-14 03:23:38,142 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.915, mIoU: 0.523
2023-07-14 03:23:38,274 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.915, mIoU: 0.522
2023-07-14 03:23:38,405 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.916, mIoU: 0.526
2023-07-14 03:23:38,537 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.915, mIoU: 0.524
2023-07-14 03:23:38,667 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.915, mIoU: 0.526
2023-07-14 03:23:38,802 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.915, mIoU: 0.525
2023-07-14 03:23:38,937 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.916, mIoU: 0.524
2023-07-14 03:23:39,070 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.914, mIoU: 0.522
2023-07-14 03:23:39,200 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.913, mIoU: 0.521
2023-07-14 03:23:39,330 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.914, mIoU: 0.521
2023-07-14 03:23:39,464 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.914, mIoU: 0.519
2023-07-14 03:23:39,597 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.915, mIoU: 0.517
2023-07-14 03:23:39,728 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.915, mIoU: 0.518
2023-07-14 03:23:39,861 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.915, mIoU: 0.518
2023-07-14 03:23:39,995 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.915, mIoU: 0.516
2023-07-14 03:23:40,124 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.915, mIoU: 0.515
2023-07-14 03:23:40,256 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.916, mIoU: 0.515
2023-07-14 03:23:40,389 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.917, mIoU: 0.514
2023-07-14 03:23:40,519 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.918, mIoU: 0.522
2023-07-14 03:23:40,652 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.917, mIoU: 0.521
2023-07-14 03:23:40,787 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.917, mIoU: 0.520
2023-07-14 03:23:40,917 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.916, mIoU: 0.529
2023-07-14 03:23:41,050 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.915, mIoU: 0.525
2023-07-14 03:23:41,185 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.913, mIoU: 0.517
2023-07-14 03:23:41,316 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.912, mIoU: 0.515
2023-07-14 03:23:41,447 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.912, mIoU: 0.514
2023-07-14 03:23:41,575 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.912, mIoU: 0.514
2023-07-14 03:23:41,708 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.913, mIoU: 0.521
2023-07-14 03:23:41,842 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.913, mIoU: 0.525
2023-07-14 03:23:41,969 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.913, mIoU: 0.525
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2023-07-14 03:24:33,833 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.921, mIoU: 0.525
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2023-07-14 03:24:34,098 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.921, mIoU: 0.525
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2023-07-14 03:24:35,299 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.921, mIoU: 0.528
2023-07-14 03:24:35,428 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.921, mIoU: 0.528
2023-07-14 03:24:35,562 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.921, mIoU: 0.529
2023-07-14 03:24:35,698 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.921, mIoU: 0.529
2023-07-14 03:24:35,828 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.921, mIoU: 0.529
2023-07-14 03:24:35,962 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.921, mIoU: 0.529
2023-07-14 03:24:36,098 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.921, mIoU: 0.529
2023-07-14 03:24:36,229 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.921, mIoU: 0.529
2023-07-14 03:24:36,363 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.921, mIoU: 0.529
2023-07-14 03:24:36,497 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.921, mIoU: 0.529
2023-07-14 03:24:36,627 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.921, mIoU: 0.529
2023-07-14 03:24:36,759 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.921, mIoU: 0.529
2023-07-14 03:24:36,892 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.921, mIoU: 0.529
2023-07-14 03:24:37,022 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.921, mIoU: 0.529
2023-07-14 03:24:37,150 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.921, mIoU: 0.529
2023-07-14 03:24:37,273 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.921, mIoU: 0.529
2023-07-14 03:24:37,406 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.922, mIoU: 0.529
2023-07-14 03:24:37,540 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.922, mIoU: 0.529
2023-07-14 03:24:37,668 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.922, mIoU: 0.530
2023-07-14 03:24:37,803 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.922, mIoU: 0.530
2023-07-14 03:24:37,939 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.922, mIoU: 0.530
2023-07-14 03:24:38,069 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.922, mIoU: 0.530
2023-07-14 03:24:38,204 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.922, mIoU: 0.529
2023-07-14 03:24:38,340 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.922, mIoU: 0.530
2023-07-14 03:24:38,471 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.922, mIoU: 0.530
2023-07-14 03:24:38,602 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.922, mIoU: 0.530
2023-07-14 03:24:38,736 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.922, mIoU: 0.530
2023-07-14 03:24:38,868 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.922, mIoU: 0.531
2023-07-14 03:24:38,999 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.922, mIoU: 0.531
2023-07-14 03:24:39,128 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.922, mIoU: 0.531
2023-07-14 03:24:39,261 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.922, mIoU: 0.531
2023-07-14 03:24:39,393 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.922, mIoU: 0.531
2023-07-14 03:24:39,522 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.922, mIoU: 0.531
2023-07-14 03:24:39,654 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.923, mIoU: 0.532
2023-07-14 03:24:39,787 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.922, mIoU: 0.531
2023-07-14 03:24:39,916 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.922, mIoU: 0.532
2023-07-14 03:24:40,051 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.923, mIoU: 0.532
2023-07-14 03:24:40,187 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.923, mIoU: 0.532
2023-07-14 03:24:40,317 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.923, mIoU: 0.532
2023-07-14 03:24:40,452 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.923, mIoU: 0.532
2023-07-14 03:24:40,587 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.923, mIoU: 0.532
2023-07-14 03:25:17,391 semantic_segmentation INFO: Iters: 14410/50000 || Lr: 0.014729 || Task Loss: 0.2832 || KD Loss: 0.1208|| 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: 14:21:00 || Estimated Time: 1 day, 11:26:28
2023-07-14 03:25:53,750 semantic_segmentation INFO: Iters: 14420/50000 || Lr: 0.014725 || Task Loss: 0.6117 || KD Loss: 0.2777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:21:36 || Estimated Time: 1 day, 11:25:53
2023-07-14 03:26:30,165 semantic_segmentation INFO: Iters: 14430/50000 || Lr: 0.014721 || Task Loss: 0.4236 || KD Loss: 0.1784|| 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: 14:22:13 || Estimated Time: 1 day, 11:25:19
2023-07-14 03:27:06,539 semantic_segmentation INFO: Iters: 14440/50000 || Lr: 0.014717 || Task Loss: 0.3759 || KD Loss: 0.2609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:22:49 || Estimated Time: 1 day, 11:24:44
2023-07-14 03:27:43,468 semantic_segmentation INFO: Iters: 14450/50000 || Lr: 0.014714 || Task Loss: 0.2875 || KD Loss: 0.1185|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:23:26 || Estimated Time: 1 day, 11:24:11
2023-07-14 03:28:19,951 semantic_segmentation INFO: Iters: 14460/50000 || Lr: 0.014710 || Task Loss: 0.3053 || KD Loss: 0.1399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:24:02 || Estimated Time: 1 day, 11:23:37
2023-07-14 03:28:56,688 semantic_segmentation INFO: Iters: 14470/50000 || Lr: 0.014706 || Task Loss: 0.4101 || KD Loss: 0.1851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:24:39 || Estimated Time: 1 day, 11:23:03
2023-07-14 03:29:33,636 semantic_segmentation INFO: Iters: 14480/50000 || Lr: 0.014703 || Task Loss: 0.3334 || KD Loss: 0.1452|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:25:16 || Estimated Time: 1 day, 11:22:30
2023-07-14 03:30:10,088 semantic_segmentation INFO: Iters: 14490/50000 || Lr: 0.014699 || Task Loss: 0.3233 || KD Loss: 0.1182|| 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: 14:25:53 || Estimated Time: 1 day, 11:21:56
2023-07-14 03:30:46,734 semantic_segmentation INFO: Iters: 14500/50000 || Lr: 0.014695 || Task Loss: 0.5272 || KD Loss: 0.1910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:26:29 || Estimated Time: 1 day, 11:21:21
2023-07-14 03:31:23,557 semantic_segmentation INFO: Iters: 14510/50000 || Lr: 0.014691 || Task Loss: 0.3459 || KD Loss: 0.1294|| 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: 14:27:06 || Estimated Time: 1 day, 11:20:48
2023-07-14 03:32:00,195 semantic_segmentation INFO: Iters: 14520/50000 || Lr: 0.014688 || Task Loss: 0.3903 || KD Loss: 0.1808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:27:43 || Estimated Time: 1 day, 11:20:14
2023-07-14 03:32:36,723 semantic_segmentation INFO: Iters: 14530/50000 || Lr: 0.014684 || Task Loss: 0.5127 || KD Loss: 0.2690|| 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: 14:28:19 || Estimated Time: 1 day, 11:19:40
2023-07-14 03:33:13,164 semantic_segmentation INFO: Iters: 14540/50000 || Lr: 0.014680 || Task Loss: 0.4049 || KD Loss: 0.1577|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:28:56 || Estimated Time: 1 day, 11:19:06
2023-07-14 03:33:49,877 semantic_segmentation INFO: Iters: 14550/50000 || Lr: 0.014677 || Task Loss: 0.4405 || KD Loss: 0.1896|| 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: 14:29:32 || Estimated Time: 1 day, 11:18:32
2023-07-14 03:34:26,730 semantic_segmentation INFO: Iters: 14560/50000 || Lr: 0.014673 || Task Loss: 0.3403 || KD Loss: 0.1290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:30:09 || Estimated Time: 1 day, 11:17:58
2023-07-14 03:35:03,139 semantic_segmentation INFO: Iters: 14570/50000 || Lr: 0.014669 || Task Loss: 0.4060 || KD Loss: 0.2063|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 11:17:24
2023-07-14 03:35:39,725 semantic_segmentation INFO: Iters: 14580/50000 || Lr: 0.014665 || Task Loss: 0.3529 || KD Loss: 0.1290|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:31:22 || Estimated Time: 1 day, 11:16:50
2023-07-14 03:36:16,017 semantic_segmentation INFO: Iters: 14590/50000 || Lr: 0.014662 || Task Loss: 0.3739 || KD Loss: 0.1578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:31:59 || Estimated Time: 1 day, 11:16:15
2023-07-14 03:36:53,066 semantic_segmentation INFO: Iters: 14600/50000 || Lr: 0.014658 || Task Loss: 0.3195 || KD Loss: 0.1826|| 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: 14:32:36 || Estimated Time: 1 day, 11:15:42
2023-07-14 03:37:29,478 semantic_segmentation INFO: Iters: 14610/50000 || Lr: 0.014654 || Task Loss: 0.4636 || KD Loss: 0.1830|| 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: 14:33:12 || Estimated Time: 1 day, 11:15:07
2023-07-14 03:38:06,393 semantic_segmentation INFO: Iters: 14620/50000 || Lr: 0.014650 || Task Loss: 0.4987 || KD Loss: 0.2228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1231|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:33:49 || Estimated Time: 1 day, 11:14:34
2023-07-14 03:38:43,014 semantic_segmentation INFO: Iters: 14630/50000 || Lr: 0.014647 || Task Loss: 0.3535 || KD Loss: 0.1401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:34:26 || Estimated Time: 1 day, 11:14:00
2023-07-14 03:39:19,963 semantic_segmentation INFO: Iters: 14640/50000 || Lr: 0.014643 || Task Loss: 0.4485 || KD Loss: 0.2068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1254|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:35:02 || Estimated Time: 1 day, 11:13:27
2023-07-14 03:39:56,320 semantic_segmentation INFO: Iters: 14650/50000 || Lr: 0.014639 || Task Loss: 0.3478 || KD Loss: 0.1457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:35:39 || Estimated Time: 1 day, 11:12:52
2023-07-14 03:40:32,788 semantic_segmentation INFO: Iters: 14660/50000 || Lr: 0.014636 || Task Loss: 0.4580 || KD Loss: 0.2190|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1243|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:36:15 || Estimated Time: 1 day, 11:12:18
2023-07-14 03:41:09,399 semantic_segmentation INFO: Iters: 14670/50000 || Lr: 0.014632 || Task Loss: 0.3549 || KD Loss: 0.1530|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:36:52 || Estimated Time: 1 day, 11:11:44
2023-07-14 03:41:45,851 semantic_segmentation INFO: Iters: 14680/50000 || Lr: 0.014628 || Task Loss: 0.3681 || KD Loss: 0.1770|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:37:28 || Estimated Time: 1 day, 11:11:09
2023-07-14 03:42:22,387 semantic_segmentation INFO: Iters: 14690/50000 || Lr: 0.014624 || Task Loss: 0.4494 || KD Loss: 0.1898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:38:05 || Estimated Time: 1 day, 11:10:35
2023-07-14 03:42:59,142 semantic_segmentation INFO: Iters: 14700/50000 || Lr: 0.014621 || Task Loss: 0.6069 || KD Loss: 0.2715|| 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: 14:38:42 || Estimated Time: 1 day, 11:10:01
2023-07-14 03:43:35,499 semantic_segmentation INFO: Iters: 14710/50000 || Lr: 0.014617 || Task Loss: 0.4209 || KD Loss: 0.1672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:39:18 || Estimated Time: 1 day, 11:09:27
2023-07-14 03:44:12,091 semantic_segmentation INFO: Iters: 14720/50000 || Lr: 0.014613 || Task Loss: 0.3316 || KD Loss: 0.1478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:39:55 || Estimated Time: 1 day, 11:08:53
2023-07-14 03:44:49,015 semantic_segmentation INFO: Iters: 14730/50000 || Lr: 0.014609 || Task Loss: 0.4711 || KD Loss: 0.2440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 11:08:19
2023-07-14 03:45:25,286 semantic_segmentation INFO: Iters: 14740/50000 || Lr: 0.014606 || Task Loss: 0.2960 || KD Loss: 0.1118|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:41:08 || Estimated Time: 1 day, 11:07:44
2023-07-14 03:46:02,220 semantic_segmentation INFO: Iters: 14750/50000 || Lr: 0.014602 || Task Loss: 0.4673 || KD Loss: 0.1955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1248|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:41:45 || Estimated Time: 1 day, 11:07:11
2023-07-14 03:46:38,581 semantic_segmentation INFO: Iters: 14760/50000 || Lr: 0.014598 || Task Loss: 0.4042 || KD Loss: 0.1987|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1189|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:42:21 || Estimated Time: 1 day, 11:06:36
2023-07-14 03:47:15,123 semantic_segmentation INFO: Iters: 14770/50000 || Lr: 0.014595 || Task Loss: 0.5534 || KD Loss: 0.2169|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:42:58 || Estimated Time: 1 day, 11:06:02
2023-07-14 03:47:51,721 semantic_segmentation INFO: Iters: 14780/50000 || Lr: 0.014591 || Task Loss: 0.6178 || KD Loss: 0.2748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:43:34 || Estimated Time: 1 day, 11:05:28
2023-07-14 03:48:28,160 semantic_segmentation INFO: Iters: 14790/50000 || Lr: 0.014587 || Task Loss: 0.4735 || KD Loss: 0.1986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:44:11 || Estimated Time: 1 day, 11:04:53
2023-07-14 03:49:04,598 semantic_segmentation INFO: Iters: 14800/50000 || Lr: 0.014583 || Task Loss: 0.4991 || KD Loss: 0.2263|| 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: 14:44:47 || Estimated Time: 1 day, 11:04:19
2023-07-14 03:49:41,306 semantic_segmentation INFO: Iters: 14810/50000 || Lr: 0.014580 || Task Loss: 0.4708 || KD Loss: 0.1994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:45:24 || Estimated Time: 1 day, 11:03:45
2023-07-14 03:50:17,945 semantic_segmentation INFO: Iters: 14820/50000 || Lr: 0.014576 || Task Loss: 0.4646 || KD Loss: 0.1985|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:46:00 || Estimated Time: 1 day, 11:03:11
2023-07-14 03:50:54,533 semantic_segmentation INFO: Iters: 14830/50000 || Lr: 0.014572 || Task Loss: 0.3810 || KD Loss: 0.1645|| 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: 14:46:37 || Estimated Time: 1 day, 11:02:37
2023-07-14 03:51:31,081 semantic_segmentation INFO: Iters: 14840/50000 || Lr: 0.014568 || Task Loss: 0.3704 || KD Loss: 0.1560|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:47:14 || Estimated Time: 1 day, 11:02:03
2023-07-14 03:52:07,713 semantic_segmentation INFO: Iters: 14850/50000 || Lr: 0.014565 || Task Loss: 0.3701 || KD Loss: 0.1523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:47:50 || Estimated Time: 1 day, 11:01:28
2023-07-14 03:52:44,725 semantic_segmentation INFO: Iters: 14860/50000 || Lr: 0.014561 || Task Loss: 0.3485 || KD Loss: 0.1400|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:48:27 || Estimated Time: 1 day, 11:00:55
2023-07-14 03:53:21,166 semantic_segmentation INFO: Iters: 14870/50000 || Lr: 0.014557 || Task Loss: 0.3794 || KD Loss: 0.1752|| 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: 14:49:04 || Estimated Time: 1 day, 11:00:21
2023-07-14 03:53:57,759 semantic_segmentation INFO: Iters: 14880/50000 || Lr: 0.014553 || Task Loss: 0.6519 || KD Loss: 0.3192|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:49:40 || Estimated Time: 1 day, 10:59:47
2023-07-14 03:54:34,142 semantic_segmentation INFO: Iters: 14890/50000 || Lr: 0.014550 || Task Loss: 0.3442 || KD Loss: 0.1410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1253|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:50:17 || Estimated Time: 1 day, 10:59:12
2023-07-14 03:55:10,882 semantic_segmentation INFO: Iters: 14900/50000 || Lr: 0.014546 || Task Loss: 0.4069 || KD Loss: 0.1820|| 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: 14:50:53 || Estimated Time: 1 day, 10:58:38
2023-07-14 03:55:47,302 semantic_segmentation INFO: Iters: 14910/50000 || Lr: 0.014542 || Task Loss: 0.5105 || KD Loss: 0.2490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:51:30 || Estimated Time: 1 day, 10:58:04
2023-07-14 03:56:23,928 semantic_segmentation INFO: Iters: 14920/50000 || Lr: 0.014539 || Task Loss: 0.5039 || KD Loss: 0.2112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1241|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 10:57:29
2023-07-14 03:57:00,503 semantic_segmentation INFO: Iters: 14930/50000 || Lr: 0.014535 || Task Loss: 0.4189 || KD Loss: 0.1665|| 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: 14:52:43 || Estimated Time: 1 day, 10:56:55
2023-07-14 03:57:37,044 semantic_segmentation INFO: Iters: 14940/50000 || Lr: 0.014531 || Task Loss: 0.3606 || KD Loss: 0.1786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:53:20 || Estimated Time: 1 day, 10:56:21
2023-07-14 03:58:13,575 semantic_segmentation INFO: Iters: 14950/50000 || Lr: 0.014527 || Task Loss: 0.5015 || KD Loss: 0.2089|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1204|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:53:56 || Estimated Time: 1 day, 10:55:46
2023-07-14 03:58:49,957 semantic_segmentation INFO: Iters: 14960/50000 || Lr: 0.014524 || Task Loss: 0.2893 || KD Loss: 0.1377|| 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: 14:54:32 || Estimated Time: 1 day, 10:55:12
2023-07-14 03:59:26,691 semantic_segmentation INFO: Iters: 14970/50000 || Lr: 0.014520 || Task Loss: 0.4341 || KD Loss: 0.2166|| 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: 14:55:09 || Estimated Time: 1 day, 10:54:38
2023-07-14 04:00:03,248 semantic_segmentation INFO: Iters: 14980/50000 || Lr: 0.014516 || Task Loss: 0.3315 || KD Loss: 0.1373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:55:46 || Estimated Time: 1 day, 10:54:04
2023-07-14 04:00:39,768 semantic_segmentation INFO: Iters: 14990/50000 || Lr: 0.014512 || Task Loss: 0.3619 || KD Loss: 0.1604|| 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: 14:56:22 || Estimated Time: 1 day, 10:53:29
2023-07-14 04:01:16,174 semantic_segmentation INFO: Iters: 15000/50000 || Lr: 0.014509 || Task Loss: 0.3784 || KD Loss: 0.1594|| 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: 14:56:59 || Estimated Time: 1 day, 10:52:55
2023-07-14 04:01:53,035 semantic_segmentation INFO: Iters: 15010/50000 || Lr: 0.014505 || Task Loss: 0.4457 || KD Loss: 0.1823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:57:36 || Estimated Time: 1 day, 10:52:21
2023-07-14 04:02:29,254 semantic_segmentation INFO: Iters: 15020/50000 || Lr: 0.014501 || Task Loss: 0.3071 || KD Loss: 0.1091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:58:12 || Estimated Time: 1 day, 10:51:46
2023-07-14 04:03:05,945 semantic_segmentation INFO: Iters: 15030/50000 || Lr: 0.014498 || Task Loss: 0.3478 || KD Loss: 0.1330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:58:48 || Estimated Time: 1 day, 10:51:12
2023-07-14 04:03:42,574 semantic_segmentation INFO: Iters: 15040/50000 || Lr: 0.014494 || Task Loss: 0.2933 || KD Loss: 0.1125|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 14:59:25 || Estimated Time: 1 day, 10:50:38
2023-07-14 04:04:19,254 semantic_segmentation INFO: Iters: 15050/50000 || Lr: 0.014490 || Task Loss: 0.3135 || KD Loss: 0.1470|| 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: 15:00:02 || Estimated Time: 1 day, 10:50:04
2023-07-14 04:04:56,091 semantic_segmentation INFO: Iters: 15060/50000 || Lr: 0.014486 || Task Loss: 0.3350 || KD Loss: 0.1366|| 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: 15:00:39 || Estimated Time: 1 day, 10:49:30
2023-07-14 04:05:32,465 semantic_segmentation INFO: Iters: 15070/50000 || Lr: 0.014483 || Task Loss: 0.2408 || KD Loss: 0.1236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:01:15 || Estimated Time: 1 day, 10:48:55
2023-07-14 04:06:09,391 semantic_segmentation INFO: Iters: 15080/50000 || Lr: 0.014479 || Task Loss: 0.4140 || KD Loss: 0.1734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1165|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 10:48:22
2023-07-14 04:06:45,745 semantic_segmentation INFO: Iters: 15090/50000 || Lr: 0.014475 || Task Loss: 0.3773 || KD Loss: 0.1610|| 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: 15:02:28 || Estimated Time: 1 day, 10:47:47
2023-07-14 04:07:22,339 semantic_segmentation INFO: Iters: 15100/50000 || Lr: 0.014471 || Task Loss: 0.2959 || KD Loss: 0.1196|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:03:05 || Estimated Time: 1 day, 10:47:13
2023-07-14 04:07:58,778 semantic_segmentation INFO: Iters: 15110/50000 || Lr: 0.014468 || Task Loss: 0.2860 || KD Loss: 0.1412|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1282|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:03:41 || Estimated Time: 1 day, 10:46:38
2023-07-14 04:08:35,516 semantic_segmentation INFO: Iters: 15120/50000 || Lr: 0.014464 || Task Loss: 0.4252 || KD Loss: 0.1611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:04:18 || Estimated Time: 1 day, 10:46:04
2023-07-14 04:09:11,898 semantic_segmentation INFO: Iters: 15130/50000 || Lr: 0.014460 || Task Loss: 0.5481 || KD Loss: 0.1742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:04:54 || Estimated Time: 1 day, 10:45:30
2023-07-14 04:09:48,705 semantic_segmentation INFO: Iters: 15140/50000 || Lr: 0.014456 || Task Loss: 0.3906 || KD Loss: 0.1491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:05:31 || Estimated Time: 1 day, 10:44:56
2023-07-14 04:10:25,103 semantic_segmentation INFO: Iters: 15150/50000 || Lr: 0.014453 || Task Loss: 0.2957 || KD Loss: 0.1389|| 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: 15:06:08 || Estimated Time: 1 day, 10:44:21
2023-07-14 04:11:01,886 semantic_segmentation INFO: Iters: 15160/50000 || Lr: 0.014449 || Task Loss: 0.4001 || KD Loss: 0.1790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:06:44 || Estimated Time: 1 day, 10:43:47
2023-07-14 04:11:38,744 semantic_segmentation INFO: Iters: 15170/50000 || Lr: 0.014445 || Task Loss: 0.3447 || KD Loss: 0.1930|| 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: 15:07:21 || Estimated Time: 1 day, 10:43:14
2023-07-14 04:12:15,384 semantic_segmentation INFO: Iters: 15180/50000 || Lr: 0.014442 || Task Loss: 0.3005 || KD Loss: 0.1483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:07:58 || Estimated Time: 1 day, 10:42:39
2023-07-14 04:12:51,848 semantic_segmentation INFO: Iters: 15190/50000 || Lr: 0.014438 || Task Loss: 0.6858 || KD Loss: 0.2804|| 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: 15:08:34 || Estimated Time: 1 day, 10:42:05
2023-07-14 04:13:28,599 semantic_segmentation INFO: Iters: 15200/50000 || Lr: 0.014434 || Task Loss: 0.5504 || KD Loss: 0.2729|| 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: 15:09:11 || Estimated Time: 1 day, 10:41:31
2023-07-14 04:13:28,677 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 04:13:29,384 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.880, mIoU: 0.328
2023-07-14 04:13:29,519 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.924, mIoU: 0.412
2023-07-14 04:13:29,651 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.935, mIoU: 0.434
2023-07-14 04:13:29,781 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.939, mIoU: 0.454
2023-07-14 04:13:29,915 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.939, mIoU: 0.442
2023-07-14 04:13:30,048 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.941, mIoU: 0.445
2023-07-14 04:13:30,178 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.941, mIoU: 0.459
2023-07-14 04:13:30,311 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.943, mIoU: 0.466
2023-07-14 04:13:30,446 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.943, mIoU: 0.474
2023-07-14 04:13:30,575 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.939, mIoU: 0.500
2023-07-14 04:13:30,709 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.938, mIoU: 0.506
2023-07-14 04:13:30,845 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.933, mIoU: 0.541
2023-07-14 04:13:30,977 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.933, mIoU: 0.549
2023-07-14 04:13:31,113 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.931, mIoU: 0.539
2023-07-14 04:13:31,250 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.928, mIoU: 0.533
2023-07-14 04:13:31,382 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.927, mIoU: 0.528
2023-07-14 04:13:31,517 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.927, mIoU: 0.525
2023-07-14 04:13:31,654 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.927, mIoU: 0.528
2023-07-14 04:13:31,787 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.926, mIoU: 0.533
2023-07-14 04:13:31,921 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.926, mIoU: 0.539
2023-07-14 04:13:32,057 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.927, mIoU: 0.541
2023-07-14 04:13:32,190 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.924, mIoU: 0.555
2023-07-14 04:13:32,324 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.924, mIoU: 0.554
2023-07-14 04:13:32,461 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.924, mIoU: 0.561
2023-07-14 04:13:32,595 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.923, mIoU: 0.576
2023-07-14 04:13:32,729 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.923, mIoU: 0.580
2023-07-14 04:13:32,864 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.922, mIoU: 0.574
2023-07-14 04:13:32,997 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.921, mIoU: 0.571
2023-07-14 04:13:33,127 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.920, mIoU: 0.572
2023-07-14 04:13:33,251 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.920, mIoU: 0.564
2023-07-14 04:13:33,383 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.920, mIoU: 0.564
2023-07-14 04:13:33,519 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.920, mIoU: 0.563
2023-07-14 04:13:33,651 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.921, mIoU: 0.566
2023-07-14 04:13:33,786 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.921, mIoU: 0.566
2023-07-14 04:13:33,919 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.920, mIoU: 0.563
2023-07-14 04:13:34,050 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.921, mIoU: 0.561
2023-07-14 04:13:34,183 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.920, mIoU: 0.560
2023-07-14 04:13:34,316 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.919, mIoU: 0.558
2023-07-14 04:13:34,445 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.918, mIoU: 0.558
2023-07-14 04:13:34,576 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.919, mIoU: 0.558
2023-07-14 04:13:34,713 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.920, mIoU: 0.557
2023-07-14 04:13:34,844 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.920, mIoU: 0.556
2023-07-14 04:13:34,975 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.920, mIoU: 0.556
2023-07-14 04:13:35,103 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.920, mIoU: 0.556
2023-07-14 04:13:35,234 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.921, mIoU: 0.555
2023-07-14 04:13:35,368 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.921, mIoU: 0.555
2023-07-14 04:13:35,496 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.922, mIoU: 0.555
2023-07-14 04:13:35,631 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.923, mIoU: 0.555
2023-07-14 04:13:35,766 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.923, mIoU: 0.561
2023-07-14 04:13:35,897 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.923, mIoU: 0.562
2023-07-14 04:13:36,030 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.923, mIoU: 0.561
2023-07-14 04:13:36,166 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.922, mIoU: 0.568
2023-07-14 04:13:36,296 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.922, mIoU: 0.568
2023-07-14 04:13:36,429 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.921, mIoU: 0.567
2023-07-14 04:13:36,562 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.920, mIoU: 0.564
2023-07-14 04:13:36,691 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.920, mIoU: 0.562
2023-07-14 04:13:36,818 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.920, mIoU: 0.563
2023-07-14 04:13:36,944 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.920, mIoU: 0.569
2023-07-14 04:13:37,075 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.921, mIoU: 0.573
2023-07-14 04:13:37,208 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.920, mIoU: 0.572
2023-07-14 04:13:37,338 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.920, mIoU: 0.575
2023-07-14 04:13:37,472 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.920, mIoU: 0.577
2023-07-14 04:13:37,606 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.920, mIoU: 0.575
2023-07-14 04:13:37,737 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.919, mIoU: 0.574
2023-07-14 04:13:37,870 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.919, mIoU: 0.577
2023-07-14 04:13:38,002 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.919, mIoU: 0.576
2023-07-14 04:13:38,131 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.917, mIoU: 0.574
2023-07-14 04:13:38,262 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.917, mIoU: 0.576
2023-07-14 04:13:38,396 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.917, mIoU: 0.574
2023-07-14 04:13:38,527 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.918, mIoU: 0.575
2023-07-14 04:13:38,655 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.918, mIoU: 0.575
2023-07-14 04:13:38,779 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.918, mIoU: 0.574
2023-07-14 04:13:38,911 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.918, mIoU: 0.573
2023-07-14 04:13:39,047 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.918, mIoU: 0.572
2023-07-14 04:13:39,178 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.918, mIoU: 0.572
2023-07-14 04:13:39,312 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.918, mIoU: 0.571
2023-07-14 04:13:39,448 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.918, mIoU: 0.571
2023-07-14 04:13:39,579 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.918, mIoU: 0.571
2023-07-14 04:13:39,712 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.918, mIoU: 0.571
2023-07-14 04:13:39,846 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.918, mIoU: 0.572
2023-07-14 04:13:39,976 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.917, mIoU: 0.574
2023-07-14 04:13:40,107 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.917, mIoU: 0.575
2023-07-14 04:13:40,242 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.917, mIoU: 0.574
2023-07-14 04:13:40,372 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.916, mIoU: 0.571
2023-07-14 04:13:40,500 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.913, mIoU: 0.569
2023-07-14 04:13:40,626 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.913, mIoU: 0.569
2023-07-14 04:13:40,758 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.913, mIoU: 0.571
2023-07-14 04:13:40,893 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.914, mIoU: 0.571
2023-07-14 04:13:41,024 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.914, mIoU: 0.570
2023-07-14 04:13:41,159 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.914, mIoU: 0.570
2023-07-14 04:13:41,296 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.914, mIoU: 0.570
2023-07-14 04:13:41,426 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.913, mIoU: 0.568
2023-07-14 04:13:41,563 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.913, mIoU: 0.567
2023-07-14 04:13:41,699 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.914, mIoU: 0.567
2023-07-14 04:13:41,831 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.914, mIoU: 0.568
2023-07-14 04:13:41,962 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.914, mIoU: 0.568
2023-07-14 04:13:42,097 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.914, mIoU: 0.567
2023-07-14 04:13:42,227 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.914, mIoU: 0.567
2023-07-14 04:13:42,358 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.914, mIoU: 0.568
2023-07-14 04:13:42,491 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.913, mIoU: 0.568
2023-07-14 04:13:42,622 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.911, mIoU: 0.568
2023-07-14 04:13:42,754 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.911, mIoU: 0.566
2023-07-14 04:13:42,880 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.911, mIoU: 0.567
2023-07-14 04:13:43,013 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.911, mIoU: 0.567
2023-07-14 04:13:43,146 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.911, mIoU: 0.567
2023-07-14 04:13:43,274 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.912, mIoU: 0.567
2023-07-14 04:13:43,406 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.912, mIoU: 0.567
2023-07-14 04:13:43,542 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.913, mIoU: 0.567
2023-07-14 04:13:43,672 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.913, mIoU: 0.567
2023-07-14 04:13:43,803 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.912, mIoU: 0.566
2023-07-14 04:13:43,937 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.912, mIoU: 0.565
2023-07-14 04:13:44,067 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.912, mIoU: 0.565
2023-07-14 04:13:44,198 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.912, mIoU: 0.565
2023-07-14 04:13:44,328 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.912, mIoU: 0.564
2023-07-14 04:13:44,474 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.912, mIoU: 0.564
2023-07-14 04:13:44,621 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.912, mIoU: 0.564
2023-07-14 04:13:44,766 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.912, mIoU: 0.567
2023-07-14 04:13:44,914 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.912, mIoU: 0.565
2023-07-14 04:13:45,057 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.911, mIoU: 0.563
2023-07-14 04:13:45,201 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.911, mIoU: 0.563
2023-07-14 04:13:45,344 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.911, mIoU: 0.562
2023-07-14 04:13:45,488 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.911, mIoU: 0.562
2023-07-14 04:13:45,633 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.911, mIoU: 0.562
2023-07-14 04:13:45,778 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.911, mIoU: 0.564
2023-07-14 04:13:45,924 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.911, mIoU: 0.564
2023-07-14 04:13:46,066 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.910, mIoU: 0.564
2023-07-14 04:13:46,208 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.911, mIoU: 0.565
2023-07-14 04:13:46,349 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.911, mIoU: 0.565
2023-07-14 04:13:46,488 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.911, mIoU: 0.564
2023-07-14 04:13:46,628 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.911, mIoU: 0.564
2023-07-14 04:13:46,767 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.912, mIoU: 0.564
2023-07-14 04:13:46,906 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.912, mIoU: 0.564
2023-07-14 04:13:47,045 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.912, mIoU: 0.564
2023-07-14 04:13:47,183 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.913, mIoU: 0.563
2023-07-14 04:13:47,325 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.913, mIoU: 0.562
2023-07-14 04:13:47,466 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.913, mIoU: 0.562
2023-07-14 04:13:47,602 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.913, mIoU: 0.562
2023-07-14 04:13:47,743 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.913, mIoU: 0.560
2023-07-14 04:13:47,884 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.912, mIoU: 0.559
2023-07-14 04:13:48,022 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.912, mIoU: 0.559
2023-07-14 04:13:48,161 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.912, mIoU: 0.558
2023-07-14 04:13:48,300 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.912, mIoU: 0.558
2023-07-14 04:13:48,440 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.912, mIoU: 0.558
2023-07-14 04:13:48,578 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.912, mIoU: 0.558
2023-07-14 04:13:48,716 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.912, mIoU: 0.557
2023-07-14 04:13:48,854 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.912, mIoU: 0.559
2023-07-14 04:13:48,993 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.912, mIoU: 0.558
2023-07-14 04:13:49,132 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.912, mIoU: 0.558
2023-07-14 04:13:49,272 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.912, mIoU: 0.558
2023-07-14 04:13:49,410 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.912, mIoU: 0.558
2023-07-14 04:13:49,549 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.912, mIoU: 0.559
2023-07-14 04:13:49,687 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.912, mIoU: 0.560
2023-07-14 04:13:49,822 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.912, mIoU: 0.560
2023-07-14 04:13:49,959 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.913, mIoU: 0.560
2023-07-14 04:13:50,096 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.912, mIoU: 0.559
2023-07-14 04:13:50,230 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.912, mIoU: 0.559
2023-07-14 04:13:50,370 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.912, mIoU: 0.559
2023-07-14 04:13:50,508 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.912, mIoU: 0.559
2023-07-14 04:13:50,642 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.912, mIoU: 0.558
2023-07-14 04:13:50,777 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.913, mIoU: 0.558
2023-07-14 04:13:50,912 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.913, mIoU: 0.557
2023-07-14 04:13:51,044 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.912, mIoU: 0.555
2023-07-14 04:13:51,178 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.912, mIoU: 0.554
2023-07-14 04:13:51,313 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.912, mIoU: 0.555
2023-07-14 04:13:51,445 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.912, mIoU: 0.555
2023-07-14 04:13:51,578 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.913, mIoU: 0.554
2023-07-14 04:13:51,714 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.913, mIoU: 0.554
2023-07-14 04:13:51,849 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.913, mIoU: 0.555
2023-07-14 04:13:51,982 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.913, mIoU: 0.555
2023-07-14 04:13:52,117 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.914, mIoU: 0.555
2023-07-14 04:13:52,250 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.914, mIoU: 0.555
2023-07-14 04:13:52,385 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.914, mIoU: 0.555
2023-07-14 04:13:52,517 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.914, mIoU: 0.554
2023-07-14 04:13:52,650 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.914, mIoU: 0.554
2023-07-14 04:13:52,783 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.914, mIoU: 0.554
2023-07-14 04:13:52,915 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.914, mIoU: 0.554
2023-07-14 04:13:53,050 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.914, mIoU: 0.554
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2023-07-14 04:14:19,363 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.918, mIoU: 0.551
2023-07-14 04:14:19,496 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.918, mIoU: 0.551
2023-07-14 04:14:19,628 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.918, mIoU: 0.551
2023-07-14 04:14:19,762 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.919, mIoU: 0.551
2023-07-14 04:14:19,894 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.919, mIoU: 0.552
2023-07-14 04:14:20,027 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.919, mIoU: 0.552
2023-07-14 04:14:20,156 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.919, mIoU: 0.552
2023-07-14 04:14:20,291 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.919, mIoU: 0.553
2023-07-14 04:14:20,426 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.919, mIoU: 0.553
2023-07-14 04:14:20,557 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.919, mIoU: 0.553
2023-07-14 04:14:20,691 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.919, mIoU: 0.553
2023-07-14 04:14:20,829 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.919, mIoU: 0.553
2023-07-14 04:14:20,960 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.919, mIoU: 0.554
2023-07-14 04:14:21,096 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.919, mIoU: 0.554
2023-07-14 04:14:21,230 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.919, mIoU: 0.554
2023-07-14 04:14:21,361 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.919, mIoU: 0.554
2023-07-14 04:14:21,495 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.919, mIoU: 0.555
2023-07-14 04:14:21,630 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.919, mIoU: 0.555
2023-07-14 04:14:21,761 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.920, mIoU: 0.555
2023-07-14 04:14:21,895 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.920, mIoU: 0.555
2023-07-14 04:14:22,030 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.920, mIoU: 0.555
2023-07-14 04:14:22,162 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.920, mIoU: 0.555
2023-07-14 04:14:22,293 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.920, mIoU: 0.555
2023-07-14 04:14:22,421 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.920, mIoU: 0.555
2023-07-14 04:14:22,555 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.920, mIoU: 0.555
2023-07-14 04:14:22,689 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.920, mIoU: 0.555
2023-07-14 04:14:22,818 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.920, mIoU: 0.555
2023-07-14 04:14:22,949 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.921, mIoU: 0.555
2023-07-14 04:14:23,084 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.921, mIoU: 0.555
2023-07-14 04:14:23,212 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.921, mIoU: 0.555
2023-07-14 04:14:23,347 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.921, mIoU: 0.556
2023-07-14 04:14:23,483 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.921, mIoU: 0.556
2023-07-14 04:14:23,614 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.921, mIoU: 0.556
2023-07-14 04:14:23,749 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.921, mIoU: 0.556
2023-07-14 04:14:23,885 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.921, mIoU: 0.556
2023-07-14 04:14:24,016 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.921, mIoU: 0.556
2023-07-14 04:14:24,147 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.921, mIoU: 0.557
2023-07-14 04:14:24,281 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.921, mIoU: 0.557
2023-07-14 04:14:24,412 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.921, mIoU: 0.557
2023-07-14 04:14:24,543 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.921, mIoU: 0.557
2023-07-14 04:14:24,672 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.922, mIoU: 0.557
2023-07-14 04:14:24,805 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.922, mIoU: 0.557
2023-07-14 04:14:24,937 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.922, mIoU: 0.557
2023-07-14 04:14:25,064 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.922, mIoU: 0.557
2023-07-14 04:14:25,197 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.922, mIoU: 0.558
2023-07-14 04:14:25,330 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.922, mIoU: 0.558
2023-07-14 04:14:25,459 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.922, mIoU: 0.558
2023-07-14 04:14:25,594 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.922, mIoU: 0.558
2023-07-14 04:14:25,730 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.922, mIoU: 0.558
2023-07-14 04:14:25,861 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.922, mIoU: 0.558
2023-07-14 04:14:25,995 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.922, mIoU: 0.558
2023-07-14 04:14:26,132 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.922, mIoU: 0.558
2023-07-14 04:14:26,263 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.923, mIoU: 0.558
2023-07-14 04:14:26,394 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.923, mIoU: 0.559
2023-07-14 04:14:26,528 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.923, mIoU: 0.559
2023-07-14 04:14:26,659 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.923, mIoU: 0.558
2023-07-14 04:14:26,790 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.923, mIoU: 0.559
2023-07-14 04:14:26,920 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.923, mIoU: 0.559
2023-07-14 04:14:27,055 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.923, mIoU: 0.559
2023-07-14 04:14:27,188 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.923, mIoU: 0.559
2023-07-14 04:14:27,318 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.923, mIoU: 0.559
2023-07-14 04:14:27,452 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.923, mIoU: 0.559
2023-07-14 04:14:27,587 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.923, mIoU: 0.559
2023-07-14 04:14:27,716 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.923, mIoU: 0.559
2023-07-14 04:14:27,850 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.923, mIoU: 0.559
2023-07-14 04:14:27,987 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.923, mIoU: 0.559
2023-07-14 04:14:28,119 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.923, mIoU: 0.559
2023-07-14 04:14:28,254 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.924, mIoU: 0.559
2023-07-14 04:14:28,390 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.924, mIoU: 0.559
2023-07-14 04:14:28,522 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.924, mIoU: 0.559
2023-07-14 04:14:28,656 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.924, mIoU: 0.559
2023-07-14 04:14:28,794 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.924, mIoU: 0.560
2023-07-14 04:14:28,929 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.924, mIoU: 0.560
2023-07-14 04:14:29,063 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.924, mIoU: 0.560
2023-07-14 04:14:29,199 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.924, mIoU: 0.560
2023-07-14 04:14:29,331 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.924, mIoU: 0.560
2023-07-14 04:14:29,468 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.924, mIoU: 0.560
2023-07-14 04:14:29,606 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.924, mIoU: 0.560
2023-07-14 04:14:29,738 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.924, mIoU: 0.560
2023-07-14 04:14:29,872 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.925, mIoU: 0.560
2023-07-14 04:14:30,008 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.925, mIoU: 0.560
2023-07-14 04:14:30,139 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.925, mIoU: 0.560
2023-07-14 04:14:30,270 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.925, mIoU: 0.560
2023-07-14 04:14:30,397 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.925, mIoU: 0.561
2023-07-14 04:14:30,529 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.924, mIoU: 0.560
2023-07-14 04:14:30,663 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.925, mIoU: 0.561
2023-07-14 04:14:30,787 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.925, mIoU: 0.561
2023-07-14 04:14:30,922 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.925, mIoU: 0.562
2023-07-14 04:14:31,057 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.925, mIoU: 0.562
2023-07-14 04:14:31,188 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.925, mIoU: 0.562
2023-07-14 04:14:31,321 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.925, mIoU: 0.562
2023-07-14 04:14:31,455 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.925, mIoU: 0.562
2023-07-14 04:14:31,584 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.925, mIoU: 0.562
2023-07-14 04:14:31,717 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.925, mIoU: 0.562
2023-07-14 04:14:31,852 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.925, mIoU: 0.562
2023-07-14 04:14:31,984 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.925, mIoU: 0.562
2023-07-14 04:14:32,112 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.925, mIoU: 0.562
2023-07-14 04:14:32,237 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.925, mIoU: 0.562
2023-07-14 04:14:32,368 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.925, mIoU: 0.562
2023-07-14 04:14:32,502 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.925, mIoU: 0.562
2023-07-14 04:14:32,634 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.925, mIoU: 0.562
2023-07-14 04:14:32,765 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.925, mIoU: 0.562
2023-07-14 04:14:32,901 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.925, mIoU: 0.562
2023-07-14 04:14:33,035 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.925, mIoU: 0.562
2023-07-14 04:14:33,169 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.925, mIoU: 0.562
2023-07-14 04:14:33,304 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.925, mIoU: 0.563
2023-07-14 04:14:33,435 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.925, mIoU: 0.563
2023-07-14 04:14:33,572 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.925, mIoU: 0.563
2023-07-14 04:14:33,708 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.925, mIoU: 0.562
2023-07-14 04:14:33,840 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.925, mIoU: 0.563
2023-07-14 04:14:33,972 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.925, mIoU: 0.563
2023-07-14 04:14:34,105 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.925, mIoU: 0.563
2023-07-14 04:14:34,238 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.925, mIoU: 0.563
2023-07-14 04:14:34,372 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.925, mIoU: 0.563
2023-07-14 04:14:34,503 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.925, mIoU: 0.563
2023-07-14 04:14:34,637 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.925, mIoU: 0.563
2023-07-14 04:14:34,771 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.925, mIoU: 0.563
2023-07-14 04:14:34,903 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.925, mIoU: 0.564
2023-07-14 04:14:35,037 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.925, mIoU: 0.564
2023-07-14 04:14:35,172 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.925, mIoU: 0.564
2023-07-14 04:14:35,301 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.925, mIoU: 0.564
2023-07-14 04:14:35,435 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.925, mIoU: 0.564
2023-07-14 04:14:35,570 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.925, mIoU: 0.564
2023-07-14 04:14:35,703 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.925, mIoU: 0.564
2023-07-14 04:14:35,836 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.925, mIoU: 0.564
2023-07-14 04:14:35,972 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.926, mIoU: 0.564
2023-07-14 04:14:36,103 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.926, mIoU: 0.564
2023-07-14 04:15:13,200 semantic_segmentation INFO: Iters: 15210/50000 || Lr: 0.014430 || Task Loss: 0.2899 || KD Loss: 0.1234|| 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: 15:10:56 || Estimated Time: 1 day, 10:43:32
2023-07-14 04:15:49,875 semantic_segmentation INFO: Iters: 15220/50000 || Lr: 0.014427 || Task Loss: 0.5767 || KD Loss: 0.2518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:11:32 || Estimated Time: 1 day, 10:42:58
2023-07-14 04:16:26,297 semantic_segmentation INFO: Iters: 15230/50000 || Lr: 0.014423 || Task Loss: 0.4650 || KD Loss: 0.2137|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:12:09 || Estimated Time: 1 day, 10:42:23
2023-07-14 04:17:02,927 semantic_segmentation INFO: Iters: 15240/50000 || Lr: 0.014419 || Task Loss: 0.4208 || KD Loss: 0.1822|| 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: 15:12:45 || Estimated Time: 1 day, 10:41:49
2023-07-14 04:17:39,676 semantic_segmentation INFO: Iters: 15250/50000 || Lr: 0.014415 || Task Loss: 0.3759 || KD Loss: 0.1741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:13:22 || Estimated Time: 1 day, 10:41:15
2023-07-14 04:18:16,145 semantic_segmentation INFO: Iters: 15260/50000 || Lr: 0.014412 || Task Loss: 0.4155 || KD Loss: 0.1527|| 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: 15:13:59 || Estimated Time: 1 day, 10:40:40
2023-07-14 04:18:52,659 semantic_segmentation INFO: Iters: 15270/50000 || Lr: 0.014408 || Task Loss: 0.3399 || KD Loss: 0.1529|| 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: 15:14:35 || Estimated Time: 1 day, 10:40:05
2023-07-14 04:19:29,314 semantic_segmentation INFO: Iters: 15280/50000 || Lr: 0.014404 || Task Loss: 0.4579 || KD Loss: 0.2020|| 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: 15:15:12 || Estimated Time: 1 day, 10:39:31
2023-07-14 04:20:06,259 semantic_segmentation INFO: Iters: 15290/50000 || Lr: 0.014400 || Task Loss: 0.4855 || KD Loss: 0.1880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 10:38:57
2023-07-14 04:20:42,624 semantic_segmentation INFO: Iters: 15300/50000 || Lr: 0.014397 || Task Loss: 0.5497 || KD Loss: 0.2559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1302|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:16:25 || Estimated Time: 1 day, 10:38:23
2023-07-14 04:21:19,459 semantic_segmentation INFO: Iters: 15310/50000 || Lr: 0.014393 || Task Loss: 0.4456 || KD Loss: 0.2058|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:17:02 || Estimated Time: 1 day, 10:37:49
2023-07-14 04:21:56,313 semantic_segmentation INFO: Iters: 15320/50000 || Lr: 0.014389 || Task Loss: 0.4342 || KD Loss: 0.1841|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 10:37:15
2023-07-14 04:22:32,608 semantic_segmentation INFO: Iters: 15330/50000 || Lr: 0.014386 || Task Loss: 0.3191 || KD Loss: 0.1473|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:18:15 || Estimated Time: 1 day, 10:36:40
2023-07-14 04:23:09,201 semantic_segmentation INFO: Iters: 15340/50000 || Lr: 0.014382 || Task Loss: 0.7967 || KD Loss: 0.4474|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:18:52 || Estimated Time: 1 day, 10:36:05
2023-07-14 04:23:45,963 semantic_segmentation INFO: Iters: 15350/50000 || Lr: 0.014378 || Task Loss: 0.4133 || KD Loss: 0.1628|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:19:28 || Estimated Time: 1 day, 10:35:31
2023-07-14 04:24:22,371 semantic_segmentation INFO: Iters: 15360/50000 || Lr: 0.014374 || Task Loss: 0.3931 || KD Loss: 0.1781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:20:05 || Estimated Time: 1 day, 10:34:56
2023-07-14 04:24:58,811 semantic_segmentation INFO: Iters: 15370/50000 || Lr: 0.014371 || Task Loss: 0.4400 || KD Loss: 0.1978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:20:41 || Estimated Time: 1 day, 10:34:21
2023-07-14 04:25:35,345 semantic_segmentation INFO: Iters: 15380/50000 || Lr: 0.014367 || Task Loss: 0.4138 || KD Loss: 0.1760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:21:18 || Estimated Time: 1 day, 10:33:47
2023-07-14 04:26:12,159 semantic_segmentation INFO: Iters: 15390/50000 || Lr: 0.014363 || Task Loss: 0.5298 || KD Loss: 0.2560|| 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: 15:21:55 || Estimated Time: 1 day, 10:33:13
2023-07-14 04:26:48,578 semantic_segmentation INFO: Iters: 15400/50000 || Lr: 0.014359 || Task Loss: 0.5695 || KD Loss: 0.2304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:22:31 || Estimated Time: 1 day, 10:32:38
2023-07-14 04:27:25,527 semantic_segmentation INFO: Iters: 15410/50000 || Lr: 0.014356 || Task Loss: 0.4233 || KD Loss: 0.2080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:23:08 || Estimated Time: 1 day, 10:32:04
2023-07-14 04:28:02,178 semantic_segmentation INFO: Iters: 15420/50000 || Lr: 0.014352 || Task Loss: 0.3781 || KD Loss: 0.1868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:23:45 || Estimated Time: 1 day, 10:31:30
2023-07-14 04:28:38,752 semantic_segmentation INFO: Iters: 15430/50000 || Lr: 0.014348 || Task Loss: 0.3995 || KD Loss: 0.1405|| 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: 15:24:21 || Estimated Time: 1 day, 10:30:55
2023-07-14 04:29:15,294 semantic_segmentation INFO: Iters: 15440/50000 || Lr: 0.014344 || Task Loss: 0.4137 || KD Loss: 0.1658|| 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: 15:24:58 || Estimated Time: 1 day, 10:30:21
2023-07-14 04:29:51,873 semantic_segmentation INFO: Iters: 15450/50000 || Lr: 0.014341 || Task Loss: 0.4200 || KD Loss: 0.1727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 10:29:46
2023-07-14 04:30:28,356 semantic_segmentation INFO: Iters: 15460/50000 || Lr: 0.014337 || Task Loss: 0.3988 || KD Loss: 0.1856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:26:11 || Estimated Time: 1 day, 10:29:12
2023-07-14 04:31:05,178 semantic_segmentation INFO: Iters: 15470/50000 || Lr: 0.014333 || Task Loss: 0.3897 || KD Loss: 0.1925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:26:48 || Estimated Time: 1 day, 10:28:38
2023-07-14 04:31:41,543 semantic_segmentation INFO: Iters: 15480/50000 || Lr: 0.014330 || Task Loss: 0.4423 || KD Loss: 0.2104|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:27:24 || Estimated Time: 1 day, 10:28:03
2023-07-14 04:32:18,475 semantic_segmentation INFO: Iters: 15490/50000 || Lr: 0.014326 || Task Loss: 0.4157 || KD Loss: 0.2207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:28:01 || Estimated Time: 1 day, 10:27:29
2023-07-14 04:32:54,891 semantic_segmentation INFO: Iters: 15500/50000 || Lr: 0.014322 || Task Loss: 0.4503 || KD Loss: 0.2058|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:28:37 || Estimated Time: 1 day, 10:26:54
2023-07-14 04:33:31,649 semantic_segmentation INFO: Iters: 15510/50000 || Lr: 0.014318 || Task Loss: 0.3914 || KD Loss: 0.1693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:29:14 || Estimated Time: 1 day, 10:26:20
2023-07-14 04:34:08,675 semantic_segmentation INFO: Iters: 15520/50000 || Lr: 0.014315 || Task Loss: 0.4611 || KD Loss: 0.2072|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:29:51 || Estimated Time: 1 day, 10:25:46
2023-07-14 04:34:45,246 semantic_segmentation INFO: Iters: 15530/50000 || Lr: 0.014311 || Task Loss: 0.4552 || KD Loss: 0.1723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:30:28 || Estimated Time: 1 day, 10:25:12
2023-07-14 04:35:21,885 semantic_segmentation INFO: Iters: 15540/50000 || Lr: 0.014307 || Task Loss: 0.4247 || KD Loss: 0.2174|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 10:24:37
2023-07-14 04:35:58,556 semantic_segmentation INFO: Iters: 15550/50000 || Lr: 0.014303 || Task Loss: 0.3881 || KD Loss: 0.1690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:31:41 || Estimated Time: 1 day, 10:24:03
2023-07-14 04:36:35,165 semantic_segmentation INFO: Iters: 15560/50000 || Lr: 0.014300 || Task Loss: 0.7332 || KD Loss: 0.4074|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:32:18 || Estimated Time: 1 day, 10:23:28
2023-07-14 04:37:11,800 semantic_segmentation INFO: Iters: 15570/50000 || Lr: 0.014296 || Task Loss: 0.5542 || KD Loss: 0.2609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:32:54 || Estimated Time: 1 day, 10:22:54
2023-07-14 04:37:48,251 semantic_segmentation INFO: Iters: 15580/50000 || Lr: 0.014292 || Task Loss: 0.3747 || KD Loss: 0.1611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:33:31 || Estimated Time: 1 day, 10:22:19
2023-07-14 04:38:24,787 semantic_segmentation INFO: Iters: 15590/50000 || Lr: 0.014288 || Task Loss: 0.4893 || KD Loss: 0.2169|| 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: 15:34:07 || Estimated Time: 1 day, 10:21:44
2023-07-14 04:39:01,959 semantic_segmentation INFO: Iters: 15600/50000 || Lr: 0.014285 || Task Loss: 0.4321 || KD Loss: 0.2321|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:34:44 || Estimated Time: 1 day, 10:21:11
2023-07-14 04:39:38,378 semantic_segmentation INFO: Iters: 15610/50000 || Lr: 0.014281 || Task Loss: 0.3825 || KD Loss: 0.1906|| 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: 15:35:21 || Estimated Time: 1 day, 10:20:36
2023-07-14 04:40:15,355 semantic_segmentation INFO: Iters: 15620/50000 || Lr: 0.014277 || Task Loss: 0.4305 || KD Loss: 0.1760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1282|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:35:58 || Estimated Time: 1 day, 10:20:03
2023-07-14 04:40:51,690 semantic_segmentation INFO: Iters: 15630/50000 || Lr: 0.014273 || Task Loss: 0.6613 || KD Loss: 0.3636|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:36:34 || Estimated Time: 1 day, 10:19:27
2023-07-14 04:41:28,258 semantic_segmentation INFO: Iters: 15640/50000 || Lr: 0.014270 || Task Loss: 0.6121 || KD Loss: 0.3434|| 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: 15:37:11 || Estimated Time: 1 day, 10:18:53
2023-07-14 04:42:05,287 semantic_segmentation INFO: Iters: 15650/50000 || Lr: 0.014266 || Task Loss: 0.4270 || KD Loss: 0.2035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:37:48 || Estimated Time: 1 day, 10:18:19
2023-07-14 04:42:42,111 semantic_segmentation INFO: Iters: 15660/50000 || Lr: 0.014262 || Task Loss: 0.3762 || KD Loss: 0.2052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:38:25 || Estimated Time: 1 day, 10:17:45
2023-07-14 04:43:18,871 semantic_segmentation INFO: Iters: 15670/50000 || Lr: 0.014259 || Task Loss: 0.3185 || KD Loss: 0.1484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1270|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:39:01 || Estimated Time: 1 day, 10:17:11
2023-07-14 04:43:55,524 semantic_segmentation INFO: Iters: 15680/50000 || Lr: 0.014255 || Task Loss: 0.3254 || KD Loss: 0.1419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:39:38 || Estimated Time: 1 day, 10:16:37
2023-07-14 04:44:32,246 semantic_segmentation INFO: Iters: 15690/50000 || Lr: 0.014251 || Task Loss: 0.3677 || KD Loss: 0.1664|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:40:15 || Estimated Time: 1 day, 10:16:02
2023-07-14 04:45:08,800 semantic_segmentation INFO: Iters: 15700/50000 || Lr: 0.014247 || Task Loss: 0.4507 || KD Loss: 0.2094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1270|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:40:51 || Estimated Time: 1 day, 10:15:28
2023-07-14 04:45:45,238 semantic_segmentation INFO: Iters: 15710/50000 || Lr: 0.014244 || Task Loss: 0.4943 || KD Loss: 0.2225|| 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: 15:41:28 || Estimated Time: 1 day, 10:14:53
2023-07-14 04:46:22,050 semantic_segmentation INFO: Iters: 15720/50000 || Lr: 0.014240 || Task Loss: 0.4888 || KD Loss: 0.2205|| 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: 15:42:05 || Estimated Time: 1 day, 10:14:19
2023-07-14 04:46:58,743 semantic_segmentation INFO: Iters: 15730/50000 || Lr: 0.014236 || Task Loss: 0.3043 || KD Loss: 0.1689|| 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: 15:42:41 || Estimated Time: 1 day, 10:13:44
2023-07-14 04:47:35,085 semantic_segmentation INFO: Iters: 15740/50000 || Lr: 0.014232 || Task Loss: 0.3779 || KD Loss: 0.1843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:43:18 || Estimated Time: 1 day, 10:13:09
2023-07-14 04:48:12,071 semantic_segmentation INFO: Iters: 15750/50000 || Lr: 0.014229 || Task Loss: 0.3045 || KD Loss: 0.1429|| 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: 15:43:55 || Estimated Time: 1 day, 10:12:35
2023-07-14 04:48:48,609 semantic_segmentation INFO: Iters: 15760/50000 || Lr: 0.014225 || Task Loss: 0.4942 || KD Loss: 0.2390|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:44:31 || Estimated Time: 1 day, 10:12:01
2023-07-14 04:49:25,416 semantic_segmentation INFO: Iters: 15770/50000 || Lr: 0.014221 || Task Loss: 0.3329 || KD Loss: 0.1686|| 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: 15:45:08 || Estimated Time: 1 day, 10:11:27
2023-07-14 04:50:01,968 semantic_segmentation INFO: Iters: 15780/50000 || Lr: 0.014217 || Task Loss: 0.4300 || KD Loss: 0.1691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:45:44 || Estimated Time: 1 day, 10:10:52
2023-07-14 04:50:38,459 semantic_segmentation INFO: Iters: 15790/50000 || Lr: 0.014214 || Task Loss: 0.3870 || KD Loss: 0.1545|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:46:21 || Estimated Time: 1 day, 10:10:17
2023-07-14 04:51:15,447 semantic_segmentation INFO: Iters: 15800/50000 || Lr: 0.014210 || Task Loss: 0.4117 || KD Loss: 0.2104|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:46:58 || Estimated Time: 1 day, 10:09:43
2023-07-14 04:51:51,932 semantic_segmentation INFO: Iters: 15810/50000 || Lr: 0.014206 || Task Loss: 0.3521 || KD Loss: 0.1517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:47:34 || Estimated Time: 1 day, 10:09:09
2023-07-14 04:52:28,719 semantic_segmentation INFO: Iters: 15820/50000 || Lr: 0.014202 || Task Loss: 0.4395 || KD Loss: 0.1859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:48:11 || Estimated Time: 1 day, 10:08:35
2023-07-14 04:53:05,380 semantic_segmentation INFO: Iters: 15830/50000 || Lr: 0.014199 || Task Loss: 0.6691 || KD Loss: 0.4005|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:48:48 || Estimated Time: 1 day, 10:08:00
2023-07-14 04:53:42,022 semantic_segmentation INFO: Iters: 15840/50000 || Lr: 0.014195 || Task Loss: 0.3942 || KD Loss: 0.1632|| 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: 15:49:25 || Estimated Time: 1 day, 10:07:25
2023-07-14 04:54:18,652 semantic_segmentation INFO: Iters: 15850/50000 || Lr: 0.014191 || Task Loss: 0.3263 || KD Loss: 0.1341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:50:01 || Estimated Time: 1 day, 10:06:51
2023-07-14 04:54:55,479 semantic_segmentation INFO: Iters: 15860/50000 || Lr: 0.014187 || Task Loss: 0.3435 || KD Loss: 0.1298|| 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: 15:50:38 || Estimated Time: 1 day, 10:06:17
2023-07-14 04:55:32,056 semantic_segmentation INFO: Iters: 15870/50000 || Lr: 0.014184 || Task Loss: 0.4753 || KD Loss: 0.1754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:51:15 || Estimated Time: 1 day, 10:05:42
2023-07-14 04:56:08,637 semantic_segmentation INFO: Iters: 15880/50000 || Lr: 0.014180 || Task Loss: 0.3281 || KD Loss: 0.1268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:51:51 || Estimated Time: 1 day, 10:05:08
2023-07-14 04:56:45,467 semantic_segmentation INFO: Iters: 15890/50000 || Lr: 0.014176 || Task Loss: 0.2977 || KD Loss: 0.1264|| 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: 15:52:28 || Estimated Time: 1 day, 10:04:34
2023-07-14 04:57:21,956 semantic_segmentation INFO: Iters: 15900/50000 || Lr: 0.014173 || Task Loss: 0.3561 || KD Loss: 0.1500|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:53:04 || Estimated Time: 1 day, 10:03:59
2023-07-14 04:57:58,737 semantic_segmentation INFO: Iters: 15910/50000 || Lr: 0.014169 || Task Loss: 0.4031 || KD Loss: 0.1670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1234|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:53:41 || Estimated Time: 1 day, 10:03:25
2023-07-14 04:58:35,225 semantic_segmentation INFO: Iters: 15920/50000 || Lr: 0.014165 || Task Loss: 0.3395 || KD Loss: 0.1524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:54:18 || Estimated Time: 1 day, 10:02:50
2023-07-14 04:59:11,769 semantic_segmentation INFO: Iters: 15930/50000 || Lr: 0.014161 || Task Loss: 0.3565 || KD Loss: 0.1549|| 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: 15:54:54 || Estimated Time: 1 day, 10:02:15
2023-07-14 04:59:48,587 semantic_segmentation INFO: Iters: 15940/50000 || Lr: 0.014158 || Task Loss: 0.2603 || KD Loss: 0.1043|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:55:31 || Estimated Time: 1 day, 10:01:41
2023-07-14 05:00:25,420 semantic_segmentation INFO: Iters: 15950/50000 || Lr: 0.014154 || Task Loss: 0.3585 || KD Loss: 0.1428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:56:08 || Estimated Time: 1 day, 10:01:07
2023-07-14 05:01:02,302 semantic_segmentation INFO: Iters: 15960/50000 || Lr: 0.014150 || Task Loss: 0.2815 || KD Loss: 0.1083|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1247|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:56:45 || Estimated Time: 1 day, 10:00:33
2023-07-14 05:01:38,906 semantic_segmentation INFO: Iters: 15970/50000 || Lr: 0.014146 || Task Loss: 0.3055 || KD Loss: 0.1346|| 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: 15:57:21 || Estimated Time: 1 day, 9:59:58
2023-07-14 05:02:15,690 semantic_segmentation INFO: Iters: 15980/50000 || Lr: 0.014143 || Task Loss: 0.4373 || KD Loss: 0.1629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 15:57:58 || Estimated Time: 1 day, 9:59:24
2023-07-14 05:02:52,012 semantic_segmentation INFO: Iters: 15990/50000 || Lr: 0.014139 || Task Loss: 0.2357 || KD Loss: 0.1119|| 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: 15:58:35 || Estimated Time: 1 day, 9:58:49
2023-07-14 05:03:28,990 semantic_segmentation INFO: Iters: 16000/50000 || Lr: 0.014135 || Task Loss: 0.4115 || KD Loss: 0.1747|| 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: 15:59:11 || Estimated Time: 1 day, 9:58:15
2023-07-14 05:03:29,059 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 05:03:29,699 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.783, mIoU: 0.262
2023-07-14 05:03:29,831 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.811, mIoU: 0.255
2023-07-14 05:03:29,963 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.829, mIoU: 0.284
2023-07-14 05:03:30,094 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.854, mIoU: 0.304
2023-07-14 05:03:30,225 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.845, mIoU: 0.295
2023-07-14 05:03:30,359 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.827, mIoU: 0.287
2023-07-14 05:03:30,490 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.828, mIoU: 0.298
2023-07-14 05:03:30,621 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.831, mIoU: 0.294
2023-07-14 05:03:30,749 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.836, mIoU: 0.297
2023-07-14 05:03:30,882 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.832, mIoU: 0.308
2023-07-14 05:03:31,014 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.838, mIoU: 0.313
2023-07-14 05:03:31,142 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.836, mIoU: 0.339
2023-07-14 05:03:31,276 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.838, mIoU: 0.341
2023-07-14 05:03:31,410 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.841, mIoU: 0.338
2023-07-14 05:03:31,542 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.842, mIoU: 0.343
2023-07-14 05:03:31,674 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.843, mIoU: 0.341
2023-07-14 05:03:31,806 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.843, mIoU: 0.349
2023-07-14 05:03:31,935 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.842, mIoU: 0.351
2023-07-14 05:03:32,066 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.843, mIoU: 0.357
2023-07-14 05:03:32,197 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.841, mIoU: 0.358
2023-07-14 05:03:32,327 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.841, mIoU: 0.360
2023-07-14 05:03:32,458 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.831, mIoU: 0.356
2023-07-14 05:03:32,587 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.834, mIoU: 0.362
2023-07-14 05:03:32,720 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.834, mIoU: 0.365
2023-07-14 05:03:32,854 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.831, mIoU: 0.369
2023-07-14 05:03:32,983 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.832, mIoU: 0.375
2023-07-14 05:03:33,115 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.834, mIoU: 0.376
2023-07-14 05:03:33,250 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.834, mIoU: 0.373
2023-07-14 05:03:33,380 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.834, mIoU: 0.376
2023-07-14 05:03:33,513 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.831, mIoU: 0.372
2023-07-14 05:03:33,644 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.832, mIoU: 0.374
2023-07-14 05:03:33,773 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.834, mIoU: 0.380
2023-07-14 05:03:33,906 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.834, mIoU: 0.377
2023-07-14 05:03:34,041 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.834, mIoU: 0.377
2023-07-14 05:03:34,172 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.835, mIoU: 0.380
2023-07-14 05:03:34,303 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.836, mIoU: 0.379
2023-07-14 05:03:34,430 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.837, mIoU: 0.380
2023-07-14 05:03:34,562 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.837, mIoU: 0.380
2023-07-14 05:03:34,695 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.836, mIoU: 0.385
2023-07-14 05:03:34,823 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.838, mIoU: 0.386
2023-07-14 05:03:34,957 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.838, mIoU: 0.386
2023-07-14 05:03:35,093 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.839, mIoU: 0.385
2023-07-14 05:03:35,223 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.840, mIoU: 0.384
2023-07-14 05:03:35,357 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.840, mIoU: 0.385
2023-07-14 05:03:35,489 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.841, mIoU: 0.385
2023-07-14 05:03:35,618 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.842, mIoU: 0.384
2023-07-14 05:03:35,750 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.844, mIoU: 0.384
2023-07-14 05:03:35,885 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.846, mIoU: 0.384
2023-07-14 05:03:36,014 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.847, mIoU: 0.387
2023-07-14 05:03:36,142 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.846, mIoU: 0.389
2023-07-14 05:03:36,266 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.845, mIoU: 0.388
2023-07-14 05:03:36,396 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.843, mIoU: 0.390
2023-07-14 05:03:36,530 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.841, mIoU: 0.385
2023-07-14 05:03:36,660 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.841, mIoU: 0.383
2023-07-14 05:03:36,792 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.840, mIoU: 0.382
2023-07-14 05:03:36,925 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.840, mIoU: 0.383
2023-07-14 05:03:37,053 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.841, mIoU: 0.384
2023-07-14 05:03:37,183 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.842, mIoU: 0.385
2023-07-14 05:03:37,318 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.842, mIoU: 0.392
2023-07-14 05:03:37,448 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.843, mIoU: 0.392
2023-07-14 05:03:37,577 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.843, mIoU: 0.397
2023-07-14 05:03:37,700 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.843, mIoU: 0.397
2023-07-14 05:03:37,833 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.843, mIoU: 0.395
2023-07-14 05:03:37,967 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.844, mIoU: 0.398
2023-07-14 05:03:38,098 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.842, mIoU: 0.399
2023-07-14 05:03:38,231 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.843, mIoU: 0.400
2023-07-14 05:03:38,363 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.842, mIoU: 0.399
2023-07-14 05:03:38,491 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.841, mIoU: 0.397
2023-07-14 05:03:38,621 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.841, mIoU: 0.396
2023-07-14 05:03:38,757 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.842, mIoU: 0.396
2023-07-14 05:03:38,887 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.842, mIoU: 0.396
2023-07-14 05:03:39,027 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.843, mIoU: 0.396
2023-07-14 05:03:39,169 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.845, mIoU: 0.396
2023-07-14 05:03:39,311 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.846, mIoU: 0.396
2023-07-14 05:03:39,454 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.845, mIoU: 0.396
2023-07-14 05:03:39,599 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.845, mIoU: 0.396
2023-07-14 05:03:39,740 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.845, mIoU: 0.396
2023-07-14 05:03:39,878 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.844, mIoU: 0.395
2023-07-14 05:03:40,017 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.843, mIoU: 0.395
2023-07-14 05:03:40,155 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.843, mIoU: 0.397
2023-07-14 05:03:40,293 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.842, mIoU: 0.398
2023-07-14 05:03:40,431 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.842, mIoU: 0.397
2023-07-14 05:03:40,566 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.842, mIoU: 0.396
2023-07-14 05:03:40,705 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.841, mIoU: 0.396
2023-07-14 05:03:40,842 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.839, mIoU: 0.396
2023-07-14 05:03:40,978 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.839, mIoU: 0.395
2023-07-14 05:03:41,117 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.839, mIoU: 0.395
2023-07-14 05:03:41,256 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.839, mIoU: 0.395
2023-07-14 05:03:41,392 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.840, mIoU: 0.394
2023-07-14 05:03:41,530 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.840, mIoU: 0.394
2023-07-14 05:03:41,668 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.841, mIoU: 0.394
2023-07-14 05:03:41,803 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.841, mIoU: 0.401
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2023-07-14 05:04:35,384 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.860, mIoU: 0.393
2023-07-14 05:04:35,518 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.860, mIoU: 0.393
2023-07-14 05:04:35,649 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.860, mIoU: 0.394
2023-07-14 05:04:35,784 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.860, mIoU: 0.394
2023-07-14 05:04:35,920 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.860, mIoU: 0.394
2023-07-14 05:04:36,051 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.860, mIoU: 0.394
2023-07-14 05:04:36,185 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.860, mIoU: 0.394
2023-07-14 05:04:36,319 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.860, mIoU: 0.394
2023-07-14 05:05:13,454 semantic_segmentation INFO: Iters: 16010/50000 || Lr: 0.014131 || Task Loss: 0.5436 || KD Loss: 0.2507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:00:56 || Estimated Time: 1 day, 10:00:04
2023-07-14 05:05:49,921 semantic_segmentation INFO: Iters: 16020/50000 || Lr: 0.014128 || Task Loss: 0.4751 || KD Loss: 0.1968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:01:32 || Estimated Time: 1 day, 9:59:29
2023-07-14 05:06:26,871 semantic_segmentation INFO: Iters: 16030/50000 || Lr: 0.014124 || Task Loss: 0.3388 || KD Loss: 0.1376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 9:58:55
2023-07-14 05:07:03,536 semantic_segmentation INFO: Iters: 16040/50000 || Lr: 0.014120 || Task Loss: 0.4365 || KD Loss: 0.2055|| 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: 16:02:46 || Estimated Time: 1 day, 9:58:20
2023-07-14 05:07:40,163 semantic_segmentation INFO: Iters: 16050/50000 || Lr: 0.014116 || Task Loss: 0.3550 || KD Loss: 0.1485|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:03:23 || Estimated Time: 1 day, 9:57:46
2023-07-14 05:08:16,987 semantic_segmentation INFO: Iters: 16060/50000 || Lr: 0.014113 || Task Loss: 0.3023 || KD Loss: 0.1520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:03:59 || Estimated Time: 1 day, 9:57:11
2023-07-14 05:08:53,818 semantic_segmentation INFO: Iters: 16070/50000 || Lr: 0.014109 || Task Loss: 0.4883 || KD Loss: 0.1769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:04:36 || Estimated Time: 1 day, 9:56:37
2023-07-14 05:09:30,500 semantic_segmentation INFO: Iters: 16080/50000 || Lr: 0.014105 || Task Loss: 0.3841 || KD Loss: 0.1833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:05:13 || Estimated Time: 1 day, 9:56:03
2023-07-14 05:10:07,216 semantic_segmentation INFO: Iters: 16090/50000 || Lr: 0.014101 || Task Loss: 0.3713 || KD Loss: 0.1603|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 9:55:28
2023-07-14 05:10:43,932 semantic_segmentation INFO: Iters: 16100/50000 || Lr: 0.014098 || Task Loss: 0.4051 || KD Loss: 0.1752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:06:26 || Estimated Time: 1 day, 9:54:53
2023-07-14 05:11:20,608 semantic_segmentation INFO: Iters: 16110/50000 || Lr: 0.014094 || Task Loss: 0.3654 || KD Loss: 0.1405|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:07:03 || Estimated Time: 1 day, 9:54:19
2023-07-14 05:11:57,706 semantic_segmentation INFO: Iters: 16120/50000 || Lr: 0.014090 || Task Loss: 0.3891 || KD Loss: 0.1473|| 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: 16:07:40 || Estimated Time: 1 day, 9:53:45
2023-07-14 05:12:33,999 semantic_segmentation INFO: Iters: 16130/50000 || Lr: 0.014086 || Task Loss: 0.3937 || KD Loss: 0.1362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:08:16 || Estimated Time: 1 day, 9:53:10
2023-07-14 05:13:11,212 semantic_segmentation INFO: Iters: 16140/50000 || Lr: 0.014083 || Task Loss: 0.3753 || KD Loss: 0.1547|| 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: 16:08:54 || Estimated Time: 1 day, 9:52:36
2023-07-14 05:13:47,511 semantic_segmentation INFO: Iters: 16150/50000 || Lr: 0.014079 || Task Loss: 0.5078 || KD Loss: 0.3029|| 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: 16:09:30 || Estimated Time: 1 day, 9:52:01
2023-07-14 05:14:23,957 semantic_segmentation INFO: Iters: 16160/50000 || Lr: 0.014075 || Task Loss: 0.3468 || KD Loss: 0.1610|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:10:06 || Estimated Time: 1 day, 9:51:26
2023-07-14 05:15:00,549 semantic_segmentation INFO: Iters: 16170/50000 || Lr: 0.014071 || Task Loss: 0.2538 || KD Loss: 0.1132|| 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: 16:10:43 || Estimated Time: 1 day, 9:50:51
2023-07-14 05:15:37,415 semantic_segmentation INFO: Iters: 16180/50000 || Lr: 0.014068 || Task Loss: 0.2694 || KD Loss: 0.1234|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:11:20 || Estimated Time: 1 day, 9:50:17
2023-07-14 05:16:14,099 semantic_segmentation INFO: Iters: 16190/50000 || Lr: 0.014064 || Task Loss: 0.2803 || KD Loss: 0.1161|| 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: 16:11:57 || Estimated Time: 1 day, 9:49:42
2023-07-14 05:16:50,725 semantic_segmentation INFO: Iters: 16200/50000 || Lr: 0.014060 || Task Loss: 0.3805 || KD Loss: 0.2558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:12:33 || Estimated Time: 1 day, 9:49:07
2023-07-14 05:17:27,362 semantic_segmentation INFO: Iters: 16210/50000 || Lr: 0.014057 || Task Loss: 0.3882 || KD Loss: 0.1983|| 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: 16:13:10 || Estimated Time: 1 day, 9:48:32
2023-07-14 05:18:04,421 semantic_segmentation INFO: Iters: 16220/50000 || Lr: 0.014053 || Task Loss: 0.4521 || KD Loss: 0.1960|| 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: 16:13:47 || Estimated Time: 1 day, 9:47:59
2023-07-14 05:18:40,952 semantic_segmentation INFO: Iters: 16230/50000 || Lr: 0.014049 || Task Loss: 0.3939 || KD Loss: 0.1740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:14:23 || Estimated Time: 1 day, 9:47:24
2023-07-14 05:19:17,813 semantic_segmentation INFO: Iters: 16240/50000 || Lr: 0.014045 || Task Loss: 0.3560 || KD Loss: 0.1778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:15:00 || Estimated Time: 1 day, 9:46:49
2023-07-14 05:19:54,243 semantic_segmentation INFO: Iters: 16250/50000 || Lr: 0.014042 || Task Loss: 0.4492 || KD Loss: 0.2184|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:15:37 || Estimated Time: 1 day, 9:46:14
2023-07-14 05:20:30,924 semantic_segmentation INFO: Iters: 16260/50000 || Lr: 0.014038 || Task Loss: 0.2783 || KD Loss: 0.1143|| 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: 16:16:13 || Estimated Time: 1 day, 9:45:40
2023-07-14 05:21:07,497 semantic_segmentation INFO: Iters: 16270/50000 || Lr: 0.014034 || Task Loss: 0.2660 || KD Loss: 0.1204|| 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: 16:16:50 || Estimated Time: 1 day, 9:45:05
2023-07-14 05:21:44,087 semantic_segmentation INFO: Iters: 16280/50000 || Lr: 0.014030 || Task Loss: 0.4813 || KD Loss: 0.2140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:17:27 || Estimated Time: 1 day, 9:44:30
2023-07-14 05:22:20,514 semantic_segmentation INFO: Iters: 16290/50000 || Lr: 0.014027 || Task Loss: 0.3287 || KD Loss: 0.1350|| 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: 16:18:03 || Estimated Time: 1 day, 9:43:55
2023-07-14 05:22:57,687 semantic_segmentation INFO: Iters: 16300/50000 || Lr: 0.014023 || Task Loss: 0.4002 || KD Loss: 0.1711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1220|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:18:40 || Estimated Time: 1 day, 9:43:21
2023-07-14 05:23:34,421 semantic_segmentation INFO: Iters: 16310/50000 || Lr: 0.014019 || Task Loss: 0.4167 || KD Loss: 0.1853|| 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: 16:19:17 || Estimated Time: 1 day, 9:42:46
2023-07-14 05:24:11,011 semantic_segmentation INFO: Iters: 16320/50000 || Lr: 0.014015 || Task Loss: 0.3866 || KD Loss: 0.1487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:19:54 || Estimated Time: 1 day, 9:42:12
2023-07-14 05:24:47,872 semantic_segmentation INFO: Iters: 16330/50000 || Lr: 0.014012 || Task Loss: 0.3775 || KD Loss: 0.1425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:20:30 || Estimated Time: 1 day, 9:41:37
2023-07-14 05:25:24,700 semantic_segmentation INFO: Iters: 16340/50000 || Lr: 0.014008 || Task Loss: 0.3767 || KD Loss: 0.1815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:21:07 || Estimated Time: 1 day, 9:41:03
2023-07-14 05:26:01,392 semantic_segmentation INFO: Iters: 16350/50000 || Lr: 0.014004 || Task Loss: 0.3173 || KD Loss: 0.1326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:21:44 || Estimated Time: 1 day, 9:40:28
2023-07-14 05:26:37,995 semantic_segmentation INFO: Iters: 16360/50000 || Lr: 0.014000 || Task Loss: 0.3640 || KD Loss: 0.1550|| 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: 16:22:20 || Estimated Time: 1 day, 9:39:53
2023-07-14 05:27:14,705 semantic_segmentation INFO: Iters: 16370/50000 || Lr: 0.013997 || Task Loss: 0.3172 || KD Loss: 0.1506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:22:57 || Estimated Time: 1 day, 9:39:19
2023-07-14 05:27:51,087 semantic_segmentation INFO: Iters: 16380/50000 || Lr: 0.013993 || Task Loss: 0.2998 || KD Loss: 0.1259|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:23:34 || Estimated Time: 1 day, 9:38:43
2023-07-14 05:28:27,892 semantic_segmentation INFO: Iters: 16390/50000 || Lr: 0.013989 || Task Loss: 0.2984 || KD Loss: 0.1159|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:24:10 || Estimated Time: 1 day, 9:38:09
2023-07-14 05:29:04,620 semantic_segmentation INFO: Iters: 16400/50000 || Lr: 0.013985 || Task Loss: 0.3889 || KD Loss: 0.1646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 9:37:34
2023-07-14 05:29:41,818 semantic_segmentation INFO: Iters: 16410/50000 || Lr: 0.013982 || Task Loss: 0.3436 || KD Loss: 0.1282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:25:24 || Estimated Time: 1 day, 9:37:01
2023-07-14 05:30:18,512 semantic_segmentation INFO: Iters: 16420/50000 || Lr: 0.013978 || Task Loss: 0.4385 || KD Loss: 0.1849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1270|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:26:01 || Estimated Time: 1 day, 9:36:26
2023-07-14 05:30:55,091 semantic_segmentation INFO: Iters: 16430/50000 || Lr: 0.013974 || Task Loss: 0.3003 || KD Loss: 0.1500|| 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: 16:26:38 || Estimated Time: 1 day, 9:35:51
2023-07-14 05:31:31,676 semantic_segmentation INFO: Iters: 16440/50000 || Lr: 0.013970 || Task Loss: 0.4929 || KD Loss: 0.2002|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:27:14 || Estimated Time: 1 day, 9:35:16
2023-07-14 05:32:08,777 semantic_segmentation INFO: Iters: 16450/50000 || Lr: 0.013967 || Task Loss: 0.3462 || KD Loss: 0.1557|| 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: 16:27:51 || Estimated Time: 1 day, 9:34:43
2023-07-14 05:32:45,415 semantic_segmentation INFO: Iters: 16460/50000 || Lr: 0.013963 || Task Loss: 0.3084 || KD Loss: 0.1088|| 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: 16:28:28 || Estimated Time: 1 day, 9:34:08
2023-07-14 05:33:22,058 semantic_segmentation INFO: Iters: 16470/50000 || Lr: 0.013959 || Task Loss: 0.4001 || KD Loss: 0.1723|| 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: 16:29:05 || Estimated Time: 1 day, 9:33:33
2023-07-14 05:33:58,566 semantic_segmentation INFO: Iters: 16480/50000 || Lr: 0.013955 || Task Loss: 0.3635 || KD Loss: 0.1544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:29:41 || Estimated Time: 1 day, 9:32:58
2023-07-14 05:34:35,617 semantic_segmentation INFO: Iters: 16490/50000 || Lr: 0.013952 || Task Loss: 0.3291 || KD Loss: 0.1191|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 9:32:24
2023-07-14 05:35:12,464 semantic_segmentation INFO: Iters: 16500/50000 || Lr: 0.013948 || Task Loss: 0.3709 || KD Loss: 0.1607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:30:55 || Estimated Time: 1 day, 9:31:49
2023-07-14 05:35:48,989 semantic_segmentation INFO: Iters: 16510/50000 || Lr: 0.013944 || Task Loss: 0.4006 || KD Loss: 0.1552|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:31:31 || Estimated Time: 1 day, 9:31:14
2023-07-14 05:36:25,864 semantic_segmentation INFO: Iters: 16520/50000 || Lr: 0.013940 || Task Loss: 0.3589 || KD Loss: 0.1358|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:32:08 || Estimated Time: 1 day, 9:30:40
2023-07-14 05:37:02,670 semantic_segmentation INFO: Iters: 16530/50000 || Lr: 0.013937 || Task Loss: 0.4625 || KD Loss: 0.2558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:32:45 || Estimated Time: 1 day, 9:30:06
2023-07-14 05:37:39,067 semantic_segmentation INFO: Iters: 16540/50000 || Lr: 0.013933 || Task Loss: 0.3110 || KD Loss: 0.1522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:33:22 || Estimated Time: 1 day, 9:29:30
2023-07-14 05:38:15,978 semantic_segmentation INFO: Iters: 16550/50000 || Lr: 0.013929 || Task Loss: 0.2984 || KD Loss: 0.1279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:33:58 || Estimated Time: 1 day, 9:28:56
2023-07-14 05:38:52,572 semantic_segmentation INFO: Iters: 16560/50000 || Lr: 0.013925 || Task Loss: 0.4175 || KD Loss: 0.1709|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:34:35 || Estimated Time: 1 day, 9:28:21
2023-07-14 05:39:29,091 semantic_segmentation INFO: Iters: 16570/50000 || Lr: 0.013922 || Task Loss: 0.3310 || KD Loss: 0.1531|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:35:12 || Estimated Time: 1 day, 9:27:46
2023-07-14 05:40:05,894 semantic_segmentation INFO: Iters: 16580/50000 || Lr: 0.013918 || Task Loss: 0.2629 || KD Loss: 0.0940|| 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: 16:35:48 || Estimated Time: 1 day, 9:27:12
2023-07-14 05:40:42,739 semantic_segmentation INFO: Iters: 16590/50000 || Lr: 0.013914 || Task Loss: 0.5461 || KD Loss: 0.2413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:36:25 || Estimated Time: 1 day, 9:26:37
2023-07-14 05:41:19,205 semantic_segmentation INFO: Iters: 16600/50000 || Lr: 0.013910 || Task Loss: 0.3365 || KD Loss: 0.1466|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:37:02 || Estimated Time: 1 day, 9:26:02
2023-07-14 05:41:55,942 semantic_segmentation INFO: Iters: 16610/50000 || Lr: 0.013907 || Task Loss: 0.7080 || KD Loss: 0.3275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 9:25:27
2023-07-14 05:42:32,510 semantic_segmentation INFO: Iters: 16620/50000 || Lr: 0.013903 || Task Loss: 0.5955 || KD Loss: 0.2515|| 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: 16:38:15 || Estimated Time: 1 day, 9:24:53
2023-07-14 05:43:08,994 semantic_segmentation INFO: Iters: 16630/50000 || Lr: 0.013899 || Task Loss: 0.3912 || KD Loss: 0.1824|| 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: 16:38:51 || Estimated Time: 1 day, 9:24:17
2023-07-14 05:43:46,153 semantic_segmentation INFO: Iters: 16640/50000 || Lr: 0.013895 || Task Loss: 0.4084 || KD Loss: 0.1690|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1212|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 9:23:44
2023-07-14 05:44:22,419 semantic_segmentation INFO: Iters: 16650/50000 || Lr: 0.013892 || Task Loss: 0.3669 || KD Loss: 0.1564|| 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: 16:40:05 || Estimated Time: 1 day, 9:23:08
2023-07-14 05:44:59,419 semantic_segmentation INFO: Iters: 16660/50000 || Lr: 0.013888 || Task Loss: 0.3865 || KD Loss: 0.1619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:40:42 || Estimated Time: 1 day, 9:22:34
2023-07-14 05:45:35,671 semantic_segmentation INFO: Iters: 16670/50000 || Lr: 0.013884 || Task Loss: 0.4060 || KD Loss: 0.1928|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1232|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:41:18 || Estimated Time: 1 day, 9:21:58
2023-07-14 05:46:12,761 semantic_segmentation INFO: Iters: 16680/50000 || Lr: 0.013880 || Task Loss: 0.3163 || KD Loss: 0.1367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1262|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:41:55 || Estimated Time: 1 day, 9:21:24
2023-07-14 05:46:49,362 semantic_segmentation INFO: Iters: 16690/50000 || Lr: 0.013877 || Task Loss: 0.3604 || KD Loss: 0.1401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:42:32 || Estimated Time: 1 day, 9:20:49
2023-07-14 05:47:25,922 semantic_segmentation INFO: Iters: 16700/50000 || Lr: 0.013873 || Task Loss: 0.4097 || KD Loss: 0.1717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:43:08 || Estimated Time: 1 day, 9:20:14
2023-07-14 05:48:02,923 semantic_segmentation INFO: Iters: 16710/50000 || Lr: 0.013869 || Task Loss: 0.4044 || KD Loss: 0.1730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:43:45 || Estimated Time: 1 day, 9:19:40
2023-07-14 05:48:39,537 semantic_segmentation INFO: Iters: 16720/50000 || Lr: 0.013865 || Task Loss: 0.4243 || KD Loss: 0.2050|| 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: 16:44:22 || Estimated Time: 1 day, 9:19:05
2023-07-14 05:49:16,285 semantic_segmentation INFO: Iters: 16730/50000 || Lr: 0.013862 || Task Loss: 0.4450 || KD Loss: 0.1827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:44:59 || Estimated Time: 1 day, 9:18:31
2023-07-14 05:49:52,915 semantic_segmentation INFO: Iters: 16740/50000 || Lr: 0.013858 || Task Loss: 0.3516 || KD Loss: 0.1433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1303|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:45:35 || Estimated Time: 1 day, 9:17:56
2023-07-14 05:50:29,917 semantic_segmentation INFO: Iters: 16750/50000 || Lr: 0.013854 || Task Loss: 0.5183 || KD Loss: 0.2005|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1276|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:46:12 || Estimated Time: 1 day, 9:17:22
2023-07-14 05:51:06,274 semantic_segmentation INFO: Iters: 16760/50000 || Lr: 0.013850 || Task Loss: 0.5475 || KD Loss: 0.2858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1212|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:46:49 || Estimated Time: 1 day, 9:16:46
2023-07-14 05:51:42,955 semantic_segmentation INFO: Iters: 16770/50000 || Lr: 0.013847 || Task Loss: 0.2744 || KD Loss: 0.0961|| 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: 16:47:25 || Estimated Time: 1 day, 9:16:12
2023-07-14 05:52:19,679 semantic_segmentation INFO: Iters: 16780/50000 || Lr: 0.013843 || Task Loss: 0.3972 || KD Loss: 0.1309|| 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: 16:48:02 || Estimated Time: 1 day, 9:15:37
2023-07-14 05:52:56,551 semantic_segmentation INFO: Iters: 16790/50000 || Lr: 0.013839 || Task Loss: 0.3286 || KD Loss: 0.1452|| 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: 16:48:39 || Estimated Time: 1 day, 9:15:02
2023-07-14 05:53:33,537 semantic_segmentation INFO: Iters: 16800/50000 || Lr: 0.013835 || Task Loss: 0.2952 || KD Loss: 0.1865|| 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: 16:49:16 || Estimated Time: 1 day, 9:14:28
2023-07-14 05:53:33,605 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 05:53:34,276 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.888, mIoU: 0.333
2023-07-14 05:53:34,417 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.927, mIoU: 0.350
2023-07-14 05:53:34,550 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.933, mIoU: 0.399
2023-07-14 05:53:34,685 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.938, mIoU: 0.427
2023-07-14 05:53:34,820 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.934, mIoU: 0.414
2023-07-14 05:53:34,954 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.928, mIoU: 0.417
2023-07-14 05:53:35,089 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.930, mIoU: 0.425
2023-07-14 05:53:35,225 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.932, mIoU: 0.437
2023-07-14 05:53:35,358 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.934, mIoU: 0.448
2023-07-14 05:53:35,493 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.931, mIoU: 0.457
2023-07-14 05:53:35,628 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.930, mIoU: 0.463
2023-07-14 05:53:35,760 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.926, mIoU: 0.493
2023-07-14 05:53:35,897 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.925, mIoU: 0.491
2023-07-14 05:53:36,034 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.924, mIoU: 0.484
2023-07-14 05:53:36,166 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.925, mIoU: 0.489
2023-07-14 05:53:36,301 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.924, mIoU: 0.487
2023-07-14 05:53:36,437 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.923, mIoU: 0.485
2023-07-14 05:53:36,570 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.924, mIoU: 0.491
2023-07-14 05:53:36,701 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.923, mIoU: 0.497
2023-07-14 05:53:36,833 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.924, mIoU: 0.503
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2023-07-14 05:53:37,096 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.920, mIoU: 0.507
2023-07-14 05:53:37,229 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.920, mIoU: 0.507
2023-07-14 05:53:37,360 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.920, mIoU: 0.514
2023-07-14 05:53:37,493 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.919, mIoU: 0.531
2023-07-14 05:53:37,628 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.920, mIoU: 0.535
2023-07-14 05:53:37,759 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.919, mIoU: 0.533
2023-07-14 05:53:37,891 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.919, mIoU: 0.532
2023-07-14 05:53:38,024 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.919, mIoU: 0.537
2023-07-14 05:53:38,155 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.919, mIoU: 0.542
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2023-07-14 05:53:38,406 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.919, mIoU: 0.544
2023-07-14 05:53:38,537 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.920, mIoU: 0.546
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2023-07-14 05:53:38,798 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.920, mIoU: 0.548
2023-07-14 05:53:38,929 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.920, mIoU: 0.546
2023-07-14 05:53:39,063 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.921, mIoU: 0.545
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2023-07-14 05:53:39,323 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.917, mIoU: 0.539
2023-07-14 05:53:39,454 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.918, mIoU: 0.539
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2023-07-14 05:53:39,716 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.919, mIoU: 0.542
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2023-07-14 05:53:39,974 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.920, mIoU: 0.544
2023-07-14 05:53:40,108 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.920, mIoU: 0.542
2023-07-14 05:53:40,238 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.920, mIoU: 0.541
2023-07-14 05:53:40,369 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.921, mIoU: 0.541
2023-07-14 05:53:40,504 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.922, mIoU: 0.541
2023-07-14 05:53:40,635 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.922, mIoU: 0.548
2023-07-14 05:53:40,765 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.923, mIoU: 0.551
2023-07-14 05:53:40,898 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.922, mIoU: 0.550
2023-07-14 05:53:41,029 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.922, mIoU: 0.557
2023-07-14 05:53:41,159 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.921, mIoU: 0.555
2023-07-14 05:53:41,287 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.920, mIoU: 0.553
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2023-07-14 05:53:42,612 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.921, mIoU: 0.569
2023-07-14 05:53:42,747 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.921, mIoU: 0.571
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2023-07-14 05:53:43,009 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.919, mIoU: 0.568
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2023-07-14 05:53:46,344 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.916, mIoU: 0.571
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2023-07-14 05:53:49,991 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.916, mIoU: 0.568
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2023-07-14 05:53:50,793 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.916, mIoU: 0.570
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2023-07-14 05:54:29,662 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.927, mIoU: 0.563
2023-07-14 05:54:29,794 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.927, mIoU: 0.563
2023-07-14 05:54:29,931 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.927, mIoU: 0.563
2023-07-14 05:54:30,068 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.927, mIoU: 0.563
2023-07-14 05:54:30,201 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.927, mIoU: 0.563
2023-07-14 05:54:30,337 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.927, mIoU: 0.563
2023-07-14 05:54:30,474 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.927, mIoU: 0.563
2023-07-14 05:54:30,606 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.927, mIoU: 0.564
2023-07-14 05:54:30,740 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.927, mIoU: 0.564
2023-07-14 05:54:30,873 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.927, mIoU: 0.564
2023-07-14 05:54:31,006 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.927, mIoU: 0.564
2023-07-14 05:54:31,142 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.927, mIoU: 0.564
2023-07-14 05:54:31,274 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.927, mIoU: 0.564
2023-07-14 05:54:31,410 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.928, mIoU: 0.564
2023-07-14 05:54:31,544 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.928, mIoU: 0.564
2023-07-14 05:54:31,677 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.928, mIoU: 0.564
2023-07-14 05:54:31,812 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.928, mIoU: 0.564
2023-07-14 05:54:31,947 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.928, mIoU: 0.564
2023-07-14 05:54:32,079 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.928, mIoU: 0.564
2023-07-14 05:54:32,214 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.928, mIoU: 0.564
2023-07-14 05:54:32,349 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.928, mIoU: 0.564
2023-07-14 05:54:32,480 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.928, mIoU: 0.565
2023-07-14 05:54:32,614 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.928, mIoU: 0.565
2023-07-14 05:54:32,750 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.928, mIoU: 0.565
2023-07-14 05:54:32,882 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.928, mIoU: 0.565
2023-07-14 05:54:33,015 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.928, mIoU: 0.565
2023-07-14 05:54:33,148 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.928, mIoU: 0.565
2023-07-14 05:54:33,280 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.928, mIoU: 0.565
2023-07-14 05:54:33,415 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.928, mIoU: 0.564
2023-07-14 05:54:33,550 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.929, mIoU: 0.565
2023-07-14 05:54:33,683 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.929, mIoU: 0.565
2023-07-14 05:54:33,816 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.929, mIoU: 0.565
2023-07-14 05:54:33,951 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.929, mIoU: 0.565
2023-07-14 05:54:34,083 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.929, mIoU: 0.565
2023-07-14 05:54:34,216 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.929, mIoU: 0.565
2023-07-14 05:54:34,349 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.929, mIoU: 0.565
2023-07-14 05:54:34,482 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.929, mIoU: 0.565
2023-07-14 05:54:34,615 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.929, mIoU: 0.566
2023-07-14 05:54:34,746 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.929, mIoU: 0.565
2023-07-14 05:54:34,880 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.929, mIoU: 0.565
2023-07-14 05:54:35,013 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.929, mIoU: 0.566
2023-07-14 05:54:35,144 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.929, mIoU: 0.567
2023-07-14 05:54:35,278 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.929, mIoU: 0.567
2023-07-14 05:54:35,412 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.929, mIoU: 0.567
2023-07-14 05:54:35,542 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.929, mIoU: 0.567
2023-07-14 05:54:35,678 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.929, mIoU: 0.567
2023-07-14 05:54:35,811 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.929, mIoU: 0.567
2023-07-14 05:54:35,944 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.929, mIoU: 0.568
2023-07-14 05:54:36,079 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.930, mIoU: 0.567
2023-07-14 05:54:36,215 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.930, mIoU: 0.567
2023-07-14 05:54:36,348 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.930, mIoU: 0.568
2023-07-14 05:54:36,482 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.930, mIoU: 0.567
2023-07-14 05:54:36,618 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.930, mIoU: 0.568
2023-07-14 05:54:36,751 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.930, mIoU: 0.568
2023-07-14 05:54:36,885 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.930, mIoU: 0.568
2023-07-14 05:54:37,020 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.930, mIoU: 0.568
2023-07-14 05:54:37,151 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.930, mIoU: 0.568
2023-07-14 05:54:37,283 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.930, mIoU: 0.568
2023-07-14 05:54:37,417 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.930, mIoU: 0.568
2023-07-14 05:54:37,551 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.930, mIoU: 0.568
2023-07-14 05:54:37,685 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.930, mIoU: 0.568
2023-07-14 05:54:37,815 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.930, mIoU: 0.568
2023-07-14 05:54:37,951 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.930, mIoU: 0.568
2023-07-14 05:54:38,087 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.930, mIoU: 0.568
2023-07-14 05:54:38,219 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.930, mIoU: 0.568
2023-07-14 05:54:38,355 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.930, mIoU: 0.568
2023-07-14 05:54:38,490 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.930, mIoU: 0.568
2023-07-14 05:54:38,625 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.930, mIoU: 0.568
2023-07-14 05:54:38,762 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.930, mIoU: 0.568
2023-07-14 05:54:38,898 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.930, mIoU: 0.568
2023-07-14 05:54:39,032 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.930, mIoU: 0.569
2023-07-14 05:54:39,168 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.930, mIoU: 0.569
2023-07-14 05:54:39,304 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.930, mIoU: 0.569
2023-07-14 05:54:39,438 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.930, mIoU: 0.569
2023-07-14 05:54:39,571 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.930, mIoU: 0.569
2023-07-14 05:54:39,704 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.930, mIoU: 0.569
2023-07-14 05:54:39,836 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.930, mIoU: 0.569
2023-07-14 05:54:39,971 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.930, mIoU: 0.570
2023-07-14 05:54:40,107 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.930, mIoU: 0.570
2023-07-14 05:54:40,238 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.930, mIoU: 0.570
2023-07-14 05:54:40,370 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.930, mIoU: 0.570
2023-07-14 05:54:40,505 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.930, mIoU: 0.570
2023-07-14 05:54:40,637 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.930, mIoU: 0.570
2023-07-14 05:54:40,769 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.931, mIoU: 0.570
2023-07-14 05:54:40,899 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.931, mIoU: 0.570
2023-07-14 05:54:41,032 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.931, mIoU: 0.570
2023-07-14 05:54:41,163 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.931, mIoU: 0.570
2023-07-14 05:55:17,889 semantic_segmentation INFO: Iters: 16810/50000 || Lr: 0.013832 || Task Loss: 0.3733 || KD Loss: 0.1507|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:51:00 || Estimated Time: 1 day, 9:16:07
2023-07-14 05:55:54,930 semantic_segmentation INFO: Iters: 16820/50000 || Lr: 0.013828 || Task Loss: 0.3438 || KD Loss: 0.1261|| 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: 16:51:37 || Estimated Time: 1 day, 9:15:33
2023-07-14 05:56:31,238 semantic_segmentation INFO: Iters: 16830/50000 || Lr: 0.013824 || Task Loss: 0.2792 || KD Loss: 0.1080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:52:14 || Estimated Time: 1 day, 9:14:57
2023-07-14 05:57:07,882 semantic_segmentation INFO: Iters: 16840/50000 || Lr: 0.013820 || Task Loss: 0.4854 || KD Loss: 0.1801|| 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: 16:52:50 || Estimated Time: 1 day, 9:14:22
2023-07-14 05:57:44,441 semantic_segmentation INFO: Iters: 16850/50000 || Lr: 0.013817 || Task Loss: 0.5325 || KD Loss: 0.2419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 9:13:47
2023-07-14 05:58:21,149 semantic_segmentation INFO: Iters: 16860/50000 || Lr: 0.013813 || Task Loss: 0.7584 || KD Loss: 0.4820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:54:04 || Estimated Time: 1 day, 9:13:12
2023-07-14 05:58:58,059 semantic_segmentation INFO: Iters: 16870/50000 || Lr: 0.013809 || Task Loss: 0.4536 || KD Loss: 0.2392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:54:41 || Estimated Time: 1 day, 9:12:38
2023-07-14 05:59:34,554 semantic_segmentation INFO: Iters: 16880/50000 || Lr: 0.013805 || Task Loss: 0.4119 || KD Loss: 0.1814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:55:17 || Estimated Time: 1 day, 9:12:02
2023-07-14 06:00:11,198 semantic_segmentation INFO: Iters: 16890/50000 || Lr: 0.013802 || Task Loss: 0.3973 || KD Loss: 0.1675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:55:54 || Estimated Time: 1 day, 9:11:27
2023-07-14 06:00:47,846 semantic_segmentation INFO: Iters: 16900/50000 || Lr: 0.013798 || Task Loss: 0.4479 || KD Loss: 0.1982|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:56:30 || Estimated Time: 1 day, 9:10:52
2023-07-14 06:01:24,932 semantic_segmentation INFO: Iters: 16910/50000 || Lr: 0.013794 || Task Loss: 0.4630 || KD Loss: 0.1968|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:57:07 || Estimated Time: 1 day, 9:10:18
2023-07-14 06:02:01,488 semantic_segmentation INFO: Iters: 16920/50000 || Lr: 0.013790 || Task Loss: 0.5539 || KD Loss: 0.2523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:57:44 || Estimated Time: 1 day, 9:09:43
2023-07-14 06:02:38,271 semantic_segmentation INFO: Iters: 16930/50000 || Lr: 0.013787 || Task Loss: 0.3430 || KD Loss: 0.2057|| 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: 16:58:21 || Estimated Time: 1 day, 9:09:08
2023-07-14 06:03:14,886 semantic_segmentation INFO: Iters: 16940/50000 || Lr: 0.013783 || Task Loss: 0.4206 || KD Loss: 0.1542|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:58:57 || Estimated Time: 1 day, 9:08:33
2023-07-14 06:03:51,557 semantic_segmentation INFO: Iters: 16950/50000 || Lr: 0.013779 || Task Loss: 0.4866 || KD Loss: 0.2189|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1220|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 16:59:34 || Estimated Time: 1 day, 9:07:58
2023-07-14 06:04:28,419 semantic_segmentation INFO: Iters: 16960/50000 || Lr: 0.013775 || Task Loss: 0.3714 || KD Loss: 0.1686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:00:11 || Estimated Time: 1 day, 9:07:24
2023-07-14 06:05:05,261 semantic_segmentation INFO: Iters: 16970/50000 || Lr: 0.013772 || Task Loss: 0.4447 || KD Loss: 0.1811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1222|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:00:48 || Estimated Time: 1 day, 9:06:49
2023-07-14 06:05:41,929 semantic_segmentation INFO: Iters: 16980/50000 || Lr: 0.013768 || Task Loss: 0.3592 || KD Loss: 0.1522|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:01:24 || Estimated Time: 1 day, 9:06:14
2023-07-14 06:06:18,765 semantic_segmentation INFO: Iters: 16990/50000 || Lr: 0.013764 || Task Loss: 0.3266 || KD Loss: 0.1236|| 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: 17:02:01 || Estimated Time: 1 day, 9:05:40
2023-07-14 06:06:55,125 semantic_segmentation INFO: Iters: 17000/50000 || Lr: 0.013760 || Task Loss: 0.3258 || KD Loss: 0.1293|| 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: 17:02:38 || Estimated Time: 1 day, 9:05:04
2023-07-14 06:07:32,300 semantic_segmentation INFO: Iters: 17010/50000 || Lr: 0.013757 || Task Loss: 0.3628 || KD Loss: 0.1904|| 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: 17:03:15 || Estimated Time: 1 day, 9:04:30
2023-07-14 06:08:08,572 semantic_segmentation INFO: Iters: 17020/50000 || Lr: 0.013753 || Task Loss: 0.3797 || KD Loss: 0.1373|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:03:51 || Estimated Time: 1 day, 9:03:54
2023-07-14 06:08:45,036 semantic_segmentation INFO: Iters: 17030/50000 || Lr: 0.013749 || Task Loss: 0.3547 || KD Loss: 0.1514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 9:03:19
2023-07-14 06:09:22,085 semantic_segmentation INFO: Iters: 17040/50000 || Lr: 0.013745 || Task Loss: 0.3428 || KD Loss: 0.1497|| 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: 17:05:05 || Estimated Time: 1 day, 9:02:45
2023-07-14 06:09:58,735 semantic_segmentation INFO: Iters: 17050/50000 || Lr: 0.013742 || Task Loss: 0.3459 || KD Loss: 0.1415|| 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: 17:05:41 || Estimated Time: 1 day, 9:02:10
2023-07-14 06:10:35,190 semantic_segmentation INFO: Iters: 17060/50000 || Lr: 0.013738 || Task Loss: 0.3457 || KD Loss: 0.2108|| 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: 17:06:18 || Estimated Time: 1 day, 9:01:34
2023-07-14 06:11:12,053 semantic_segmentation INFO: Iters: 17070/50000 || Lr: 0.013734 || Task Loss: 0.2918 || KD Loss: 0.1204|| 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: 17:06:55 || Estimated Time: 1 day, 9:01:00
2023-07-14 06:11:48,515 semantic_segmentation INFO: Iters: 17080/50000 || Lr: 0.013730 || Task Loss: 0.5044 || KD Loss: 0.2130|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1310|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:07:31 || Estimated Time: 1 day, 9:00:24
2023-07-14 06:12:25,173 semantic_segmentation INFO: Iters: 17090/50000 || Lr: 0.013727 || Task Loss: 0.4233 || KD Loss: 0.1707|| 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: 17:08:08 || Estimated Time: 1 day, 8:59:49
2023-07-14 06:13:02,248 semantic_segmentation INFO: Iters: 17100/50000 || Lr: 0.013723 || Task Loss: 0.5069 || KD Loss: 0.2143|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:08:45 || Estimated Time: 1 day, 8:59:15
2023-07-14 06:13:38,688 semantic_segmentation INFO: Iters: 17110/50000 || Lr: 0.013719 || Task Loss: 0.3413 || KD Loss: 0.1554|| 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: 17:09:21 || Estimated Time: 1 day, 8:58:40
2023-07-14 06:14:15,452 semantic_segmentation INFO: Iters: 17120/50000 || Lr: 0.013715 || Task Loss: 0.5743 || KD Loss: 0.2986|| 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: 17:09:58 || Estimated Time: 1 day, 8:58:05
2023-07-14 06:14:52,225 semantic_segmentation INFO: Iters: 17130/50000 || Lr: 0.013712 || Task Loss: 0.5077 || KD Loss: 0.2722|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1278|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:10:35 || Estimated Time: 1 day, 8:57:30
2023-07-14 06:15:28,780 semantic_segmentation INFO: Iters: 17140/50000 || Lr: 0.013708 || Task Loss: 0.3484 || KD Loss: 0.1673|| 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: 17:11:11 || Estimated Time: 1 day, 8:56:55
2023-07-14 06:16:05,737 semantic_segmentation INFO: Iters: 17150/50000 || Lr: 0.013704 || Task Loss: 0.3761 || KD Loss: 0.1870|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:11:48 || Estimated Time: 1 day, 8:56:20
2023-07-14 06:16:42,558 semantic_segmentation INFO: Iters: 17160/50000 || Lr: 0.013700 || Task Loss: 0.4052 || KD Loss: 0.1831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:12:25 || Estimated Time: 1 day, 8:55:46
2023-07-14 06:17:19,461 semantic_segmentation INFO: Iters: 17170/50000 || Lr: 0.013697 || Task Loss: 0.4295 || KD Loss: 0.1661|| 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: 17:13:02 || Estimated Time: 1 day, 8:55:11
2023-07-14 06:17:55,996 semantic_segmentation INFO: Iters: 17180/50000 || Lr: 0.013693 || Task Loss: 0.4273 || KD Loss: 0.1503|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:13:38 || Estimated Time: 1 day, 8:54:36
2023-07-14 06:18:33,013 semantic_segmentation INFO: Iters: 17190/50000 || Lr: 0.013689 || Task Loss: 0.3164 || KD Loss: 0.1340|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:14:16 || Estimated Time: 1 day, 8:54:01
2023-07-14 06:19:09,577 semantic_segmentation INFO: Iters: 17200/50000 || Lr: 0.013685 || Task Loss: 0.3040 || KD Loss: 0.1248|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:14:52 || Estimated Time: 1 day, 8:53:26
2023-07-14 06:19:46,841 semantic_segmentation INFO: Iters: 17210/50000 || Lr: 0.013682 || Task Loss: 0.4287 || KD Loss: 0.1741|| 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: 17:15:29 || Estimated Time: 1 day, 8:52:52
2023-07-14 06:20:23,494 semantic_segmentation INFO: Iters: 17220/50000 || Lr: 0.013678 || Task Loss: 0.3812 || KD Loss: 0.1528|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:16:06 || Estimated Time: 1 day, 8:52:17
2023-07-14 06:20:59,894 semantic_segmentation INFO: Iters: 17230/50000 || Lr: 0.013674 || Task Loss: 0.3906 || KD Loss: 0.1665|| 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: 17:16:42 || Estimated Time: 1 day, 8:51:42
2023-07-14 06:21:37,073 semantic_segmentation INFO: Iters: 17240/50000 || Lr: 0.013670 || Task Loss: 0.5487 || KD Loss: 0.2297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:17:20 || Estimated Time: 1 day, 8:51:08
2023-07-14 06:22:13,569 semantic_segmentation INFO: Iters: 17250/50000 || Lr: 0.013667 || Task Loss: 0.9090 || KD Loss: 0.4433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:17:56 || Estimated Time: 1 day, 8:50:32
2023-07-14 06:22:49,982 semantic_segmentation INFO: Iters: 17260/50000 || Lr: 0.013663 || Task Loss: 0.4219 || KD Loss: 0.1438|| 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: 17:18:32 || Estimated Time: 1 day, 8:49:57
2023-07-14 06:23:26,462 semantic_segmentation INFO: Iters: 17270/50000 || Lr: 0.013659 || Task Loss: 0.2937 || KD Loss: 0.1047|| 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: 17:19:09 || Estimated Time: 1 day, 8:49:21
2023-07-14 06:24:03,599 semantic_segmentation INFO: Iters: 17280/50000 || Lr: 0.013655 || Task Loss: 0.4141 || KD Loss: 0.1685|| 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: 17:19:46 || Estimated Time: 1 day, 8:48:47
2023-07-14 06:24:40,332 semantic_segmentation INFO: Iters: 17290/50000 || Lr: 0.013652 || Task Loss: 0.3117 || KD Loss: 0.1329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:20:23 || Estimated Time: 1 day, 8:48:12
2023-07-14 06:25:16,901 semantic_segmentation INFO: Iters: 17300/50000 || Lr: 0.013648 || Task Loss: 0.5128 || KD Loss: 0.2795|| 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: 17:20:59 || Estimated Time: 1 day, 8:47:37
2023-07-14 06:25:53,645 semantic_segmentation INFO: Iters: 17310/50000 || Lr: 0.013644 || Task Loss: 0.3785 || KD Loss: 0.1682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:21:36 || Estimated Time: 1 day, 8:47:02
2023-07-14 06:26:30,193 semantic_segmentation INFO: Iters: 17320/50000 || Lr: 0.013640 || Task Loss: 0.3436 || KD Loss: 0.1506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:22:13 || Estimated Time: 1 day, 8:46:27
2023-07-14 06:27:06,882 semantic_segmentation INFO: Iters: 17330/50000 || Lr: 0.013637 || Task Loss: 0.2786 || KD Loss: 0.1128|| 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: 17:22:49 || Estimated Time: 1 day, 8:45:52
2023-07-14 06:27:43,525 semantic_segmentation INFO: Iters: 17340/50000 || Lr: 0.013633 || Task Loss: 0.3756 || KD Loss: 0.1695|| 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: 17:23:26 || Estimated Time: 1 day, 8:45:17
2023-07-14 06:28:20,413 semantic_segmentation INFO: Iters: 17350/50000 || Lr: 0.013629 || Task Loss: 0.3432 || KD Loss: 0.1341|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:24:03 || Estimated Time: 1 day, 8:44:42
2023-07-14 06:28:57,397 semantic_segmentation INFO: Iters: 17360/50000 || Lr: 0.013625 || Task Loss: 0.4095 || KD Loss: 0.1811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:24:40 || Estimated Time: 1 day, 8:44:08
2023-07-14 06:29:33,849 semantic_segmentation INFO: Iters: 17370/50000 || Lr: 0.013621 || Task Loss: 0.3855 || KD Loss: 0.1607|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:25:16 || Estimated Time: 1 day, 8:43:32
2023-07-14 06:30:10,607 semantic_segmentation INFO: Iters: 17380/50000 || Lr: 0.013618 || Task Loss: 0.2744 || KD Loss: 0.1070|| 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: 17:25:53 || Estimated Time: 1 day, 8:42:57
2023-07-14 06:30:47,252 semantic_segmentation INFO: Iters: 17390/50000 || Lr: 0.013614 || Task Loss: 0.3218 || KD Loss: 0.2141|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:26:30 || Estimated Time: 1 day, 8:42:22
2023-07-14 06:31:23,843 semantic_segmentation INFO: Iters: 17400/50000 || Lr: 0.013610 || Task Loss: 0.3471 || KD Loss: 0.1480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 8:41:47
2023-07-14 06:32:00,728 semantic_segmentation INFO: Iters: 17410/50000 || Lr: 0.013606 || Task Loss: 0.5541 || KD Loss: 0.2430|| 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: 17:27:43 || Estimated Time: 1 day, 8:41:13
2023-07-14 06:32:37,702 semantic_segmentation INFO: Iters: 17420/50000 || Lr: 0.013603 || Task Loss: 0.4203 || KD Loss: 0.1774|| 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: 17:28:20 || Estimated Time: 1 day, 8:40:38
2023-07-14 06:33:14,341 semantic_segmentation INFO: Iters: 17430/50000 || Lr: 0.013599 || Task Loss: 0.6900 || KD Loss: 0.3727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:28:57 || Estimated Time: 1 day, 8:40:03
2023-07-14 06:33:51,041 semantic_segmentation INFO: Iters: 17440/50000 || Lr: 0.013595 || Task Loss: 0.2537 || KD Loss: 0.1062|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:29:34 || Estimated Time: 1 day, 8:39:28
2023-07-14 06:34:28,147 semantic_segmentation INFO: Iters: 17450/50000 || Lr: 0.013591 || Task Loss: 0.3567 || KD Loss: 0.1370|| 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: 17:30:11 || Estimated Time: 1 day, 8:38:54
2023-07-14 06:35:04,806 semantic_segmentation INFO: Iters: 17460/50000 || Lr: 0.013588 || Task Loss: 0.4279 || KD Loss: 0.1844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 8:38:19
2023-07-14 06:35:41,269 semantic_segmentation INFO: Iters: 17470/50000 || Lr: 0.013584 || Task Loss: 0.3561 || KD Loss: 0.1408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:31:24 || Estimated Time: 1 day, 8:37:43
2023-07-14 06:36:18,039 semantic_segmentation INFO: Iters: 17480/50000 || Lr: 0.013580 || Task Loss: 0.3847 || KD Loss: 0.1549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:32:01 || Estimated Time: 1 day, 8:37:08
2023-07-14 06:36:54,994 semantic_segmentation INFO: Iters: 17490/50000 || Lr: 0.013576 || Task Loss: 0.6098 || KD Loss: 0.2460|| 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: 17:32:37 || Estimated Time: 1 day, 8:36:34
2023-07-14 06:37:32,029 semantic_segmentation INFO: Iters: 17500/50000 || Lr: 0.013573 || Task Loss: 0.4592 || KD Loss: 0.2085|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1240|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:33:15 || Estimated Time: 1 day, 8:35:59
2023-07-14 06:38:08,650 semantic_segmentation INFO: Iters: 17510/50000 || Lr: 0.013569 || Task Loss: 0.4170 || KD Loss: 0.1631|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:33:51 || Estimated Time: 1 day, 8:35:24
2023-07-14 06:38:45,294 semantic_segmentation INFO: Iters: 17520/50000 || Lr: 0.013565 || Task Loss: 0.4045 || KD Loss: 0.1367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 8:34:49
2023-07-14 06:39:22,346 semantic_segmentation INFO: Iters: 17530/50000 || Lr: 0.013561 || Task Loss: 0.2692 || KD Loss: 0.1103|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:35:05 || Estimated Time: 1 day, 8:34:15
2023-07-14 06:39:59,161 semantic_segmentation INFO: Iters: 17540/50000 || Lr: 0.013558 || Task Loss: 0.3800 || KD Loss: 0.1449|| 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: 17:35:42 || Estimated Time: 1 day, 8:33:40
2023-07-14 06:40:36,531 semantic_segmentation INFO: Iters: 17550/50000 || Lr: 0.013554 || Task Loss: 0.2754 || KD Loss: 0.1096|| 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: 17:36:19 || Estimated Time: 1 day, 8:33:06
2023-07-14 06:41:13,252 semantic_segmentation INFO: Iters: 17560/50000 || Lr: 0.013550 || Task Loss: 0.3407 || KD Loss: 0.1286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:36:56 || Estimated Time: 1 day, 8:32:31
2023-07-14 06:41:50,130 semantic_segmentation INFO: Iters: 17570/50000 || Lr: 0.013546 || Task Loss: 0.3672 || KD Loss: 0.1384|| 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: 17:37:33 || Estimated Time: 1 day, 8:31:56
2023-07-14 06:42:26,780 semantic_segmentation INFO: Iters: 17580/50000 || Lr: 0.013543 || Task Loss: 0.3498 || KD Loss: 0.1430|| 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: 17:38:09 || Estimated Time: 1 day, 8:31:21
2023-07-14 06:43:03,404 semantic_segmentation INFO: Iters: 17590/50000 || Lr: 0.013539 || Task Loss: 0.4189 || KD Loss: 0.1733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:38:46 || Estimated Time: 1 day, 8:30:46
2023-07-14 06:43:40,225 semantic_segmentation INFO: Iters: 17600/50000 || Lr: 0.013535 || Task Loss: 0.2939 || KD Loss: 0.1264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:39:23 || Estimated Time: 1 day, 8:30:11
2023-07-14 06:43:40,296 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 06:43:40,982 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.919, mIoU: 0.343
2023-07-14 06:43:41,113 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.942, mIoU: 0.417
2023-07-14 06:43:41,244 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.948, mIoU: 0.435
2023-07-14 06:43:41,376 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.949, mIoU: 0.467
2023-07-14 06:43:41,505 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.948, mIoU: 0.461
2023-07-14 06:43:41,639 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.947, mIoU: 0.461
2023-07-14 06:43:41,774 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.946, mIoU: 0.457
2023-07-14 06:43:41,906 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.946, mIoU: 0.467
2023-07-14 06:43:42,038 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.947, mIoU: 0.486
2023-07-14 06:43:42,173 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.944, mIoU: 0.515
2023-07-14 06:43:42,303 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.940, mIoU: 0.510
2023-07-14 06:43:42,432 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.937, mIoU: 0.548
2023-07-14 06:43:42,554 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.937, mIoU: 0.548
2023-07-14 06:43:42,687 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.936, mIoU: 0.538
2023-07-14 06:43:42,822 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.934, mIoU: 0.543
2023-07-14 06:43:42,953 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.933, mIoU: 0.538
2023-07-14 06:43:43,085 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.933, mIoU: 0.538
2023-07-14 06:43:43,218 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.933, mIoU: 0.536
2023-07-14 06:43:43,347 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.930, mIoU: 0.541
2023-07-14 06:43:43,477 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.930, mIoU: 0.548
2023-07-14 06:43:43,612 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.931, mIoU: 0.551
2023-07-14 06:43:43,743 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.927, mIoU: 0.560
2023-07-14 06:43:43,873 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.927, mIoU: 0.560
2023-07-14 06:43:44,006 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.926, mIoU: 0.567
2023-07-14 06:43:44,140 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.925, mIoU: 0.582
2023-07-14 06:43:44,273 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.926, mIoU: 0.586
2023-07-14 06:43:44,401 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.925, mIoU: 0.579
2023-07-14 06:43:44,534 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.924, mIoU: 0.576
2023-07-14 06:43:44,669 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.924, mIoU: 0.581
2023-07-14 06:43:44,799 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.923, mIoU: 0.571
2023-07-14 06:43:44,932 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.923, mIoU: 0.571
2023-07-14 06:43:45,067 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.923, mIoU: 0.570
2023-07-14 06:43:45,198 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.924, mIoU: 0.572
2023-07-14 06:43:45,331 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.923, mIoU: 0.571
2023-07-14 06:43:45,463 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.923, mIoU: 0.572
2023-07-14 06:43:45,592 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.923, mIoU: 0.570
2023-07-14 06:43:45,720 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.923, mIoU: 0.569
2023-07-14 06:43:45,846 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.921, mIoU: 0.567
2023-07-14 06:43:45,977 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.920, mIoU: 0.565
2023-07-14 06:43:46,109 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.921, mIoU: 0.566
2023-07-14 06:43:46,237 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.921, mIoU: 0.568
2023-07-14 06:43:46,372 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.922, mIoU: 0.567
2023-07-14 06:43:46,507 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.922, mIoU: 0.568
2023-07-14 06:43:46,638 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.923, mIoU: 0.568
2023-07-14 06:43:46,771 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.923, mIoU: 0.565
2023-07-14 06:43:46,904 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.923, mIoU: 0.565
2023-07-14 06:43:47,033 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.924, mIoU: 0.565
2023-07-14 06:43:47,165 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.925, mIoU: 0.565
2023-07-14 06:43:47,299 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.926, mIoU: 0.571
2023-07-14 06:43:47,429 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.925, mIoU: 0.570
2023-07-14 06:43:47,557 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.925, mIoU: 0.570
2023-07-14 06:43:47,680 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.924, mIoU: 0.570
2023-07-14 06:43:47,811 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.923, mIoU: 0.570
2023-07-14 06:43:47,945 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.922, mIoU: 0.567
2023-07-14 06:43:48,075 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.920, mIoU: 0.564
2023-07-14 06:43:48,209 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.920, mIoU: 0.562
2023-07-14 06:43:48,340 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.921, mIoU: 0.562
2023-07-14 06:43:48,469 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.921, mIoU: 0.568
2023-07-14 06:43:48,601 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.921, mIoU: 0.571
2023-07-14 06:43:48,735 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.921, mIoU: 0.570
2023-07-14 06:43:48,866 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.920, mIoU: 0.572
2023-07-14 06:43:49,010 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.920, mIoU: 0.575
2023-07-14 06:43:49,154 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.920, mIoU: 0.573
2023-07-14 06:43:49,299 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.920, mIoU: 0.578
2023-07-14 06:43:49,442 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.920, mIoU: 0.580
2023-07-14 06:43:49,585 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.919, mIoU: 0.580
2023-07-14 06:43:49,728 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.918, mIoU: 0.579
2023-07-14 06:43:49,870 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.918, mIoU: 0.580
2023-07-14 06:43:50,012 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.918, mIoU: 0.579
2023-07-14 06:43:50,153 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.918, mIoU: 0.579
2023-07-14 06:43:50,297 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.918, mIoU: 0.579
2023-07-14 06:43:50,440 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.919, mIoU: 0.579
2023-07-14 06:43:50,582 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.919, mIoU: 0.578
2023-07-14 06:43:50,725 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.919, mIoU: 0.578
2023-07-14 06:43:50,866 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.919, mIoU: 0.578
2023-07-14 06:43:51,006 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.919, mIoU: 0.577
2023-07-14 06:43:51,144 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.920, mIoU: 0.576
2023-07-14 06:43:51,281 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.920, mIoU: 0.575
2023-07-14 06:43:51,419 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.919, mIoU: 0.576
2023-07-14 06:43:51,556 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.920, mIoU: 0.577
2023-07-14 06:43:51,694 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.920, mIoU: 0.579
2023-07-14 06:43:51,831 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.920, mIoU: 0.581
2023-07-14 06:43:51,965 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.920, mIoU: 0.580
2023-07-14 06:43:52,101 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.918, mIoU: 0.578
2023-07-14 06:43:52,237 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.916, mIoU: 0.575
2023-07-14 06:43:52,370 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.916, mIoU: 0.575
2023-07-14 06:43:52,507 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.916, mIoU: 0.576
2023-07-14 06:43:52,643 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.916, mIoU: 0.576
2023-07-14 06:43:52,776 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.917, mIoU: 0.576
2023-07-14 06:43:52,912 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.917, mIoU: 0.575
2023-07-14 06:43:53,047 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.917, mIoU: 0.575
2023-07-14 06:43:53,179 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.916, mIoU: 0.576
2023-07-14 06:43:53,315 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.916, mIoU: 0.575
2023-07-14 06:43:53,450 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.917, mIoU: 0.575
2023-07-14 06:43:53,583 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.917, mIoU: 0.576
2023-07-14 06:43:53,714 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.918, mIoU: 0.576
2023-07-14 06:43:53,845 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.917, mIoU: 0.575
2023-07-14 06:43:53,980 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.917, mIoU: 0.575
2023-07-14 06:43:54,114 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.917, mIoU: 0.575
2023-07-14 06:43:54,247 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.916, mIoU: 0.576
2023-07-14 06:43:54,380 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.915, mIoU: 0.575
2023-07-14 06:43:54,515 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.914, mIoU: 0.574
2023-07-14 06:43:54,645 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.914, mIoU: 0.574
2023-07-14 06:43:54,778 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.915, mIoU: 0.573
2023-07-14 06:43:54,913 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.915, mIoU: 0.574
2023-07-14 06:43:55,045 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.915, mIoU: 0.574
2023-07-14 06:43:55,178 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.915, mIoU: 0.573
2023-07-14 06:43:55,314 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.916, mIoU: 0.574
2023-07-14 06:43:55,445 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.916, mIoU: 0.574
2023-07-14 06:43:55,580 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.915, mIoU: 0.572
2023-07-14 06:43:55,716 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.915, mIoU: 0.572
2023-07-14 06:43:55,846 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.915, mIoU: 0.572
2023-07-14 06:43:55,978 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.915, mIoU: 0.571
2023-07-14 06:43:56,112 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.915, mIoU: 0.571
2023-07-14 06:43:56,242 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.915, mIoU: 0.571
2023-07-14 06:43:56,372 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.916, mIoU: 0.571
2023-07-14 06:43:56,500 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.915, mIoU: 0.574
2023-07-14 06:43:56,633 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.915, mIoU: 0.572
2023-07-14 06:43:56,765 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.914, mIoU: 0.570
2023-07-14 06:43:56,893 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.915, mIoU: 0.570
2023-07-14 06:43:57,026 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.915, mIoU: 0.570
2023-07-14 06:43:57,161 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.915, mIoU: 0.569
2023-07-14 06:43:57,292 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.915, mIoU: 0.569
2023-07-14 06:43:57,427 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.915, mIoU: 0.571
2023-07-14 06:43:57,562 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.915, mIoU: 0.572
2023-07-14 06:43:57,692 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.915, mIoU: 0.574
2023-07-14 06:43:57,826 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.915, mIoU: 0.576
2023-07-14 06:43:57,961 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.915, mIoU: 0.576
2023-07-14 06:43:58,091 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.915, mIoU: 0.575
2023-07-14 06:43:58,222 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.915, mIoU: 0.575
2023-07-14 06:43:58,354 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.916, mIoU: 0.575
2023-07-14 06:43:58,485 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.916, mIoU: 0.575
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2023-07-14 06:44:24,553 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.919, mIoU: 0.559
2023-07-14 06:44:24,687 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.919, mIoU: 0.560
2023-07-14 06:44:24,823 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.919, mIoU: 0.560
2023-07-14 06:44:24,953 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.919, mIoU: 0.560
2023-07-14 06:44:25,088 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.919, mIoU: 0.560
2023-07-14 06:44:25,224 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.919, mIoU: 0.560
2023-07-14 06:44:25,356 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.919, mIoU: 0.560
2023-07-14 06:44:25,492 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.919, mIoU: 0.560
2023-07-14 06:44:25,629 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.919, mIoU: 0.560
2023-07-14 06:44:25,761 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.919, mIoU: 0.560
2023-07-14 06:44:25,897 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.920, mIoU: 0.560
2023-07-14 06:44:26,034 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.920, mIoU: 0.561
2023-07-14 06:44:26,166 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.920, mIoU: 0.561
2023-07-14 06:44:26,298 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.920, mIoU: 0.561
2023-07-14 06:44:26,436 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.920, mIoU: 0.562
2023-07-14 06:44:26,567 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.920, mIoU: 0.562
2023-07-14 06:44:26,700 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.920, mIoU: 0.562
2023-07-14 06:44:26,836 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.920, mIoU: 0.562
2023-07-14 06:44:26,968 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.921, mIoU: 0.562
2023-07-14 06:44:27,099 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.921, mIoU: 0.562
2023-07-14 06:44:27,235 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.921, mIoU: 0.563
2023-07-14 06:44:27,367 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.921, mIoU: 0.563
2023-07-14 06:44:27,502 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.921, mIoU: 0.563
2023-07-14 06:44:27,638 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.921, mIoU: 0.563
2023-07-14 06:44:27,774 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.921, mIoU: 0.563
2023-07-14 06:44:27,911 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.921, mIoU: 0.563
2023-07-14 06:44:28,048 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.921, mIoU: 0.563
2023-07-14 06:44:28,186 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.921, mIoU: 0.563
2023-07-14 06:44:28,322 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.921, mIoU: 0.563
2023-07-14 06:44:28,456 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.921, mIoU: 0.563
2023-07-14 06:44:28,593 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.922, mIoU: 0.563
2023-07-14 06:44:28,729 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.922, mIoU: 0.563
2023-07-14 06:44:28,863 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.922, mIoU: 0.564
2023-07-14 06:44:28,999 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.922, mIoU: 0.564
2023-07-14 06:44:29,134 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.922, mIoU: 0.564
2023-07-14 06:44:29,269 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.922, mIoU: 0.564
2023-07-14 06:44:29,406 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.922, mIoU: 0.564
2023-07-14 06:44:29,541 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.922, mIoU: 0.564
2023-07-14 06:44:29,676 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.922, mIoU: 0.564
2023-07-14 06:44:29,811 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.922, mIoU: 0.565
2023-07-14 06:44:29,947 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.922, mIoU: 0.565
2023-07-14 06:44:30,080 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.922, mIoU: 0.566
2023-07-14 06:44:30,217 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.923, mIoU: 0.566
2023-07-14 06:44:30,352 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.923, mIoU: 0.566
2023-07-14 06:44:30,486 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.923, mIoU: 0.566
2023-07-14 06:44:30,622 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.923, mIoU: 0.566
2023-07-14 06:44:30,758 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.923, mIoU: 0.566
2023-07-14 06:44:30,892 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.923, mIoU: 0.566
2023-07-14 06:44:31,027 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.923, mIoU: 0.566
2023-07-14 06:44:31,165 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.923, mIoU: 0.566
2023-07-14 06:44:31,299 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.923, mIoU: 0.566
2023-07-14 06:44:31,435 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.923, mIoU: 0.567
2023-07-14 06:44:31,573 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.923, mIoU: 0.567
2023-07-14 06:44:31,707 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.923, mIoU: 0.567
2023-07-14 06:44:31,842 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.923, mIoU: 0.567
2023-07-14 06:44:31,980 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.923, mIoU: 0.567
2023-07-14 06:44:32,114 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.923, mIoU: 0.568
2023-07-14 06:44:32,249 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.924, mIoU: 0.568
2023-07-14 06:44:32,385 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.924, mIoU: 0.568
2023-07-14 06:44:32,518 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.924, mIoU: 0.567
2023-07-14 06:44:32,655 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.924, mIoU: 0.568
2023-07-14 06:44:32,792 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.924, mIoU: 0.568
2023-07-14 06:44:32,926 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.924, mIoU: 0.569
2023-07-14 06:44:33,062 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.924, mIoU: 0.569
2023-07-14 06:44:33,198 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.924, mIoU: 0.569
2023-07-14 06:44:33,332 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.924, mIoU: 0.569
2023-07-14 06:44:33,468 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.924, mIoU: 0.569
2023-07-14 06:44:33,605 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.924, mIoU: 0.569
2023-07-14 06:44:33,739 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.924, mIoU: 0.569
2023-07-14 06:44:33,876 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.925, mIoU: 0.569
2023-07-14 06:44:34,013 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.925, mIoU: 0.569
2023-07-14 06:44:34,146 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.925, mIoU: 0.569
2023-07-14 06:44:34,283 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.925, mIoU: 0.569
2023-07-14 06:44:34,419 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.925, mIoU: 0.570
2023-07-14 06:44:34,552 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.925, mIoU: 0.570
2023-07-14 06:44:34,689 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.925, mIoU: 0.570
2023-07-14 06:44:34,826 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.925, mIoU: 0.570
2023-07-14 06:44:34,958 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.925, mIoU: 0.570
2023-07-14 06:44:35,091 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.925, mIoU: 0.570
2023-07-14 06:44:35,224 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.925, mIoU: 0.571
2023-07-14 06:44:35,358 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.926, mIoU: 0.571
2023-07-14 06:44:35,493 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.926, mIoU: 0.571
2023-07-14 06:44:35,624 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.926, mIoU: 0.571
2023-07-14 06:44:35,760 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.926, mIoU: 0.571
2023-07-14 06:44:35,894 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.926, mIoU: 0.572
2023-07-14 06:44:36,027 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.926, mIoU: 0.572
2023-07-14 06:44:36,162 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.926, mIoU: 0.572
2023-07-14 06:44:36,298 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.926, mIoU: 0.572
2023-07-14 06:44:36,431 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.926, mIoU: 0.572
2023-07-14 06:44:36,566 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.926, mIoU: 0.572
2023-07-14 06:44:36,700 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.926, mIoU: 0.572
2023-07-14 06:44:36,830 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.926, mIoU: 0.572
2023-07-14 06:44:36,964 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.926, mIoU: 0.572
2023-07-14 06:44:37,100 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.926, mIoU: 0.572
2023-07-14 06:44:37,232 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.926, mIoU: 0.572
2023-07-14 06:44:37,367 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.926, mIoU: 0.573
2023-07-14 06:44:37,504 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.927, mIoU: 0.573
2023-07-14 06:44:37,636 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.927, mIoU: 0.573
2023-07-14 06:44:37,772 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.927, mIoU: 0.573
2023-07-14 06:44:37,909 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.927, mIoU: 0.573
2023-07-14 06:44:38,041 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.927, mIoU: 0.573
2023-07-14 06:44:38,177 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.927, mIoU: 0.573
2023-07-14 06:44:38,312 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.927, mIoU: 0.573
2023-07-14 06:44:38,445 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.927, mIoU: 0.573
2023-07-14 06:44:38,581 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.927, mIoU: 0.573
2023-07-14 06:44:38,719 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.927, mIoU: 0.573
2023-07-14 06:44:38,851 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.927, mIoU: 0.573
2023-07-14 06:44:38,987 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.927, mIoU: 0.573
2023-07-14 06:44:39,122 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.927, mIoU: 0.573
2023-07-14 06:44:39,253 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.928, mIoU: 0.573
2023-07-14 06:44:39,383 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.928, mIoU: 0.573
2023-07-14 06:44:39,510 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.928, mIoU: 0.573
2023-07-14 06:44:39,643 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.928, mIoU: 0.573
2023-07-14 06:44:39,777 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.928, mIoU: 0.573
2023-07-14 06:44:39,903 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.928, mIoU: 0.573
2023-07-14 06:44:40,036 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.928, mIoU: 0.573
2023-07-14 06:44:40,172 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.928, mIoU: 0.573
2023-07-14 06:44:40,303 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.928, mIoU: 0.573
2023-07-14 06:44:40,439 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.928, mIoU: 0.573
2023-07-14 06:44:40,578 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.928, mIoU: 0.573
2023-07-14 06:44:40,712 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.928, mIoU: 0.574
2023-07-14 06:44:40,846 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.928, mIoU: 0.574
2023-07-14 06:44:40,984 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.928, mIoU: 0.574
2023-07-14 06:44:41,117 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.929, mIoU: 0.574
2023-07-14 06:44:41,250 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.929, mIoU: 0.574
2023-07-14 06:44:41,387 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.929, mIoU: 0.574
2023-07-14 06:44:41,520 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.929, mIoU: 0.574
2023-07-14 06:44:41,653 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.929, mIoU: 0.575
2023-07-14 06:44:41,790 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.929, mIoU: 0.575
2023-07-14 06:44:41,922 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.929, mIoU: 0.575
2023-07-14 06:44:42,054 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.929, mIoU: 0.575
2023-07-14 06:44:42,191 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.929, mIoU: 0.575
2023-07-14 06:44:42,319 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.929, mIoU: 0.576
2023-07-14 06:44:42,463 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.929, mIoU: 0.576
2023-07-14 06:44:42,608 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.929, mIoU: 0.576
2023-07-14 06:44:42,753 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.929, mIoU: 0.576
2023-07-14 06:44:42,895 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.929, mIoU: 0.577
2023-07-14 06:44:43,041 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.929, mIoU: 0.576
2023-07-14 06:44:43,183 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.929, mIoU: 0.577
2023-07-14 06:44:43,326 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.929, mIoU: 0.577
2023-07-14 06:44:43,467 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.929, mIoU: 0.577
2023-07-14 06:44:43,608 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.929, mIoU: 0.577
2023-07-14 06:44:43,750 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.929, mIoU: 0.577
2023-07-14 06:44:43,892 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.929, mIoU: 0.577
2023-07-14 06:44:44,032 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.929, mIoU: 0.577
2023-07-14 06:44:44,175 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.929, mIoU: 0.577
2023-07-14 06:44:44,317 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.929, mIoU: 0.577
2023-07-14 06:44:44,456 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.929, mIoU: 0.577
2023-07-14 06:44:44,596 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.929, mIoU: 0.577
2023-07-14 06:44:44,735 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.930, mIoU: 0.577
2023-07-14 06:44:44,878 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.930, mIoU: 0.577
2023-07-14 06:44:45,015 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.930, mIoU: 0.577
2023-07-14 06:44:45,152 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.930, mIoU: 0.577
2023-07-14 06:44:45,289 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.930, mIoU: 0.577
2023-07-14 06:44:45,423 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.930, mIoU: 0.577
2023-07-14 06:44:45,561 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.930, mIoU: 0.577
2023-07-14 06:44:45,700 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.930, mIoU: 0.578
2023-07-14 06:44:45,834 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.930, mIoU: 0.578
2023-07-14 06:44:45,968 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.930, mIoU: 0.577
2023-07-14 06:44:46,102 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.930, mIoU: 0.578
2023-07-14 06:44:46,236 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.930, mIoU: 0.578
2023-07-14 06:44:46,372 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.930, mIoU: 0.578
2023-07-14 06:44:46,508 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.930, mIoU: 0.578
2023-07-14 06:44:46,640 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.930, mIoU: 0.578
2023-07-14 06:44:46,776 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.930, mIoU: 0.579
2023-07-14 06:44:46,912 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.930, mIoU: 0.579
2023-07-14 06:44:47,045 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.930, mIoU: 0.579
2023-07-14 06:44:47,181 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.930, mIoU: 0.579
2023-07-14 06:44:47,317 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.930, mIoU: 0.579
2023-07-14 06:44:47,448 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.930, mIoU: 0.579
2023-07-14 06:44:47,578 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.930, mIoU: 0.579
2023-07-14 06:44:47,706 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.930, mIoU: 0.579
2023-07-14 06:44:47,840 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.930, mIoU: 0.579
2023-07-14 06:45:24,941 semantic_segmentation INFO: Iters: 17610/50000 || Lr: 0.013531 || Task Loss: 0.5055 || KD Loss: 0.2282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:41:07 || Estimated Time: 1 day, 8:31:41
2023-07-14 06:46:01,569 semantic_segmentation INFO: Iters: 17620/50000 || Lr: 0.013528 || Task Loss: 0.4294 || KD Loss: 0.1796|| 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: 17:41:44 || Estimated Time: 1 day, 8:31:06
2023-07-14 06:46:38,423 semantic_segmentation INFO: Iters: 17630/50000 || Lr: 0.013524 || Task Loss: 0.3464 || KD Loss: 0.1858|| 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: 17:42:21 || Estimated Time: 1 day, 8:30:31
2023-07-14 06:47:15,285 semantic_segmentation INFO: Iters: 17640/50000 || Lr: 0.013520 || Task Loss: 0.2590 || KD Loss: 0.0964|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1282|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:42:58 || Estimated Time: 1 day, 8:29:56
2023-07-14 06:47:52,169 semantic_segmentation INFO: Iters: 17650/50000 || Lr: 0.013516 || Task Loss: 0.3523 || KD Loss: 0.1366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:43:35 || Estimated Time: 1 day, 8:29:22
2023-07-14 06:48:29,273 semantic_segmentation INFO: Iters: 17660/50000 || Lr: 0.013512 || Task Loss: 0.4510 || KD Loss: 0.1812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1293|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:44:12 || Estimated Time: 1 day, 8:28:47
2023-07-14 06:49:06,370 semantic_segmentation INFO: Iters: 17670/50000 || Lr: 0.013509 || Task Loss: 0.3678 || KD Loss: 0.1568|| 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: 17:44:49 || Estimated Time: 1 day, 8:28:13
2023-07-14 06:49:43,313 semantic_segmentation INFO: Iters: 17680/50000 || Lr: 0.013505 || Task Loss: 0.3883 || KD Loss: 0.1647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:45:26 || Estimated Time: 1 day, 8:27:38
2023-07-14 06:50:19,928 semantic_segmentation INFO: Iters: 17690/50000 || Lr: 0.013501 || Task Loss: 0.4319 || KD Loss: 0.1752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:46:02 || Estimated Time: 1 day, 8:27:03
2023-07-14 06:50:56,885 semantic_segmentation INFO: Iters: 17700/50000 || Lr: 0.013497 || Task Loss: 0.5399 || KD Loss: 0.2353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:46:39 || Estimated Time: 1 day, 8:26:28
2023-07-14 06:51:33,455 semantic_segmentation INFO: Iters: 17710/50000 || Lr: 0.013494 || Task Loss: 0.3158 || KD Loss: 0.1075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:47:16 || Estimated Time: 1 day, 8:25:53
2023-07-14 06:52:10,242 semantic_segmentation INFO: Iters: 17720/50000 || Lr: 0.013490 || Task Loss: 0.4131 || KD Loss: 0.1629|| 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: 17:47:53 || Estimated Time: 1 day, 8:25:17
2023-07-14 06:52:47,182 semantic_segmentation INFO: Iters: 17730/50000 || Lr: 0.013486 || Task Loss: 0.3140 || KD Loss: 0.1520|| 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: 17:48:30 || Estimated Time: 1 day, 8:24:43
2023-07-14 06:53:24,006 semantic_segmentation INFO: Iters: 17740/50000 || Lr: 0.013482 || Task Loss: 0.3606 || KD Loss: 0.1549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:49:07 || Estimated Time: 1 day, 8:24:08
2023-07-14 06:54:00,810 semantic_segmentation INFO: Iters: 17750/50000 || Lr: 0.013479 || Task Loss: 0.3346 || KD Loss: 0.1782|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 8:23:33
2023-07-14 06:54:38,112 semantic_segmentation INFO: Iters: 17760/50000 || Lr: 0.013475 || Task Loss: 0.5159 || KD Loss: 0.3284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:50:21 || Estimated Time: 1 day, 8:22:59
2023-07-14 06:55:14,764 semantic_segmentation INFO: Iters: 17770/50000 || Lr: 0.013471 || Task Loss: 0.3466 || KD Loss: 0.1630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:50:57 || Estimated Time: 1 day, 8:22:23
2023-07-14 06:55:51,707 semantic_segmentation INFO: Iters: 17780/50000 || Lr: 0.013467 || Task Loss: 0.3051 || KD Loss: 0.1227|| 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: 17:51:34 || Estimated Time: 1 day, 8:21:49
2023-07-14 06:56:28,718 semantic_segmentation INFO: Iters: 17790/50000 || Lr: 0.013464 || Task Loss: 0.4235 || KD Loss: 0.1889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:52:11 || Estimated Time: 1 day, 8:21:14
2023-07-14 06:57:05,548 semantic_segmentation INFO: Iters: 17800/50000 || Lr: 0.013460 || Task Loss: 0.3412 || KD Loss: 0.1215|| 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: 17:52:48 || Estimated Time: 1 day, 8:20:39
2023-07-14 06:57:42,161 semantic_segmentation INFO: Iters: 17810/50000 || Lr: 0.013456 || Task Loss: 0.2871 || KD Loss: 0.1250|| 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: 17:53:25 || Estimated Time: 1 day, 8:20:04
2023-07-14 06:58:19,127 semantic_segmentation INFO: Iters: 17820/50000 || Lr: 0.013452 || Task Loss: 0.3937 || KD Loss: 0.1656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1231|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:54:02 || Estimated Time: 1 day, 8:19:29
2023-07-14 06:58:55,912 semantic_segmentation INFO: Iters: 17830/50000 || Lr: 0.013449 || Task Loss: 0.3837 || KD Loss: 0.1732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:54:38 || Estimated Time: 1 day, 8:18:54
2023-07-14 06:59:32,691 semantic_segmentation INFO: Iters: 17840/50000 || Lr: 0.013445 || Task Loss: 0.2805 || KD Loss: 0.1139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 8:18:19
2023-07-14 07:00:09,380 semantic_segmentation INFO: Iters: 17850/50000 || Lr: 0.013441 || Task Loss: 0.4425 || KD Loss: 0.1776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:55:52 || Estimated Time: 1 day, 8:17:44
2023-07-14 07:00:46,262 semantic_segmentation INFO: Iters: 17860/50000 || Lr: 0.013437 || Task Loss: 0.2734 || KD Loss: 0.1184|| 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: 17:56:29 || Estimated Time: 1 day, 8:17:09
2023-07-14 07:01:23,282 semantic_segmentation INFO: Iters: 17870/50000 || Lr: 0.013433 || Task Loss: 0.3396 || KD Loss: 0.1602|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 8:16:34
2023-07-14 07:01:59,907 semantic_segmentation INFO: Iters: 17880/50000 || Lr: 0.013430 || Task Loss: 0.3413 || KD Loss: 0.1320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:57:42 || Estimated Time: 1 day, 8:15:59
2023-07-14 07:02:36,890 semantic_segmentation INFO: Iters: 17890/50000 || Lr: 0.013426 || Task Loss: 0.5407 || KD Loss: 0.1958|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 17:58:19 || Estimated Time: 1 day, 8:15:24
2023-07-14 07:03:13,415 semantic_segmentation INFO: Iters: 17900/50000 || Lr: 0.013422 || Task Loss: 0.4642 || KD Loss: 0.2301|| 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: 17:58:56 || Estimated Time: 1 day, 8:14:49
2023-07-14 07:03:50,422 semantic_segmentation INFO: Iters: 17910/50000 || Lr: 0.013418 || Task Loss: 0.3571 || KD Loss: 0.1550|| 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: 17:59:33 || Estimated Time: 1 day, 8:14:14
2023-07-14 07:04:27,292 semantic_segmentation INFO: Iters: 17920/50000 || Lr: 0.013415 || Task Loss: 0.3945 || KD Loss: 0.1517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:00:10 || Estimated Time: 1 day, 8:13:39
2023-07-14 07:05:04,295 semantic_segmentation INFO: Iters: 17930/50000 || Lr: 0.013411 || Task Loss: 0.3987 || KD Loss: 0.1554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 8:13:04
2023-07-14 07:05:41,274 semantic_segmentation INFO: Iters: 17940/50000 || Lr: 0.013407 || Task Loss: 0.2992 || KD Loss: 0.1301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:01:24 || Estimated Time: 1 day, 8:12:30
2023-07-14 07:06:18,326 semantic_segmentation INFO: Iters: 17950/50000 || Lr: 0.013403 || Task Loss: 0.5438 || KD Loss: 0.2250|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:02:01 || Estimated Time: 1 day, 8:11:55
2023-07-14 07:06:54,767 semantic_segmentation INFO: Iters: 17960/50000 || Lr: 0.013400 || Task Loss: 0.3430 || KD Loss: 0.1350|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:02:37 || Estimated Time: 1 day, 8:11:20
2023-07-14 07:07:31,607 semantic_segmentation INFO: Iters: 17970/50000 || Lr: 0.013396 || Task Loss: 0.4331 || KD Loss: 0.2145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:03:14 || Estimated Time: 1 day, 8:10:45
2023-07-14 07:08:08,329 semantic_segmentation INFO: Iters: 17980/50000 || Lr: 0.013392 || Task Loss: 0.4476 || KD Loss: 0.1584|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:03:51 || Estimated Time: 1 day, 8:10:09
2023-07-14 07:08:45,266 semantic_segmentation INFO: Iters: 17990/50000 || Lr: 0.013388 || Task Loss: 0.2858 || KD Loss: 0.1402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 8:09:35
2023-07-14 07:09:21,829 semantic_segmentation INFO: Iters: 18000/50000 || Lr: 0.013385 || Task Loss: 0.3351 || KD Loss: 0.1136|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:05:04 || Estimated Time: 1 day, 8:08:59
2023-07-14 07:09:58,691 semantic_segmentation INFO: Iters: 18010/50000 || Lr: 0.013381 || Task Loss: 0.3749 || KD Loss: 0.1099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:05:41 || Estimated Time: 1 day, 8:08:24
2023-07-14 07:10:35,594 semantic_segmentation INFO: Iters: 18020/50000 || Lr: 0.013377 || Task Loss: 0.3246 || KD Loss: 0.1547|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:06:18 || Estimated Time: 1 day, 8:07:49
2023-07-14 07:11:12,502 semantic_segmentation INFO: Iters: 18030/50000 || Lr: 0.013373 || Task Loss: 0.4388 || KD Loss: 0.1528|| 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: 18:06:55 || Estimated Time: 1 day, 8:07:14
2023-07-14 07:11:49,291 semantic_segmentation INFO: Iters: 18040/50000 || Lr: 0.013370 || Task Loss: 0.2973 || KD Loss: 0.1296|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:07:32 || Estimated Time: 1 day, 8:06:39
2023-07-14 07:12:26,017 semantic_segmentation INFO: Iters: 18050/50000 || Lr: 0.013366 || Task Loss: 0.3924 || KD Loss: 0.1535|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:08:09 || Estimated Time: 1 day, 8:06:04
2023-07-14 07:13:02,816 semantic_segmentation INFO: Iters: 18060/50000 || Lr: 0.013362 || Task Loss: 0.3852 || KD Loss: 0.1874|| 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: 18:08:45 || Estimated Time: 1 day, 8:05:29
2023-07-14 07:13:39,778 semantic_segmentation INFO: Iters: 18070/50000 || Lr: 0.013358 || Task Loss: 0.3752 || KD Loss: 0.1745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:09:22 || Estimated Time: 1 day, 8:04:54
2023-07-14 07:14:16,526 semantic_segmentation INFO: Iters: 18080/50000 || Lr: 0.013354 || Task Loss: 0.3199 || KD Loss: 0.1283|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:09:59 || Estimated Time: 1 day, 8:04:19
2023-07-14 07:14:53,387 semantic_segmentation INFO: Iters: 18090/50000 || Lr: 0.013351 || Task Loss: 0.2612 || KD Loss: 0.1006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:10:36 || Estimated Time: 1 day, 8:03:44
2023-07-14 07:15:30,178 semantic_segmentation INFO: Iters: 18100/50000 || Lr: 0.013347 || Task Loss: 0.3110 || KD Loss: 0.1120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:11:13 || Estimated Time: 1 day, 8:03:09
2023-07-14 07:16:07,064 semantic_segmentation INFO: Iters: 18110/50000 || Lr: 0.013343 || Task Loss: 0.3042 || KD Loss: 0.1087|| 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: 18:11:50 || Estimated Time: 1 day, 8:02:34
2023-07-14 07:16:43,534 semantic_segmentation INFO: Iters: 18120/50000 || Lr: 0.013339 || Task Loss: 0.4465 || KD Loss: 0.2563|| 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: 18:12:26 || Estimated Time: 1 day, 8:01:59
2023-07-14 07:17:20,583 semantic_segmentation INFO: Iters: 18130/50000 || Lr: 0.013336 || Task Loss: 0.3770 || KD Loss: 0.1697|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:13:03 || Estimated Time: 1 day, 8:01:24
2023-07-14 07:17:57,301 semantic_segmentation INFO: Iters: 18140/50000 || Lr: 0.013332 || Task Loss: 0.3514 || KD Loss: 0.1389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:13:40 || Estimated Time: 1 day, 8:00:49
2023-07-14 07:18:34,177 semantic_segmentation INFO: Iters: 18150/50000 || Lr: 0.013328 || Task Loss: 0.6380 || KD Loss: 0.3125|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:14:17 || Estimated Time: 1 day, 8:00:14
2023-07-14 07:19:11,314 semantic_segmentation INFO: Iters: 18160/50000 || Lr: 0.013324 || Task Loss: 0.2486 || KD Loss: 0.0895|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:14:54 || Estimated Time: 1 day, 7:59:39
2023-07-14 07:19:47,776 semantic_segmentation INFO: Iters: 18170/50000 || Lr: 0.013321 || Task Loss: 0.3310 || KD Loss: 0.1326|| 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: 18:15:30 || Estimated Time: 1 day, 7:59:04
2023-07-14 07:20:24,742 semantic_segmentation INFO: Iters: 18180/50000 || Lr: 0.013317 || Task Loss: 0.4257 || KD Loss: 0.2023|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:16:07 || Estimated Time: 1 day, 7:58:29
2023-07-14 07:21:01,632 semantic_segmentation INFO: Iters: 18190/50000 || Lr: 0.013313 || Task Loss: 0.3558 || KD Loss: 0.1324|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:16:44 || Estimated Time: 1 day, 7:57:54
2023-07-14 07:21:38,284 semantic_segmentation INFO: Iters: 18200/50000 || Lr: 0.013309 || Task Loss: 0.3239 || KD Loss: 0.1338|| 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: 18:17:21 || Estimated Time: 1 day, 7:57:19
2023-07-14 07:22:15,279 semantic_segmentation INFO: Iters: 18210/50000 || Lr: 0.013305 || Task Loss: 0.3109 || KD Loss: 0.1085|| 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: 18:17:58 || Estimated Time: 1 day, 7:56:44
2023-07-14 07:22:52,280 semantic_segmentation INFO: Iters: 18220/50000 || Lr: 0.013302 || Task Loss: 0.3998 || KD Loss: 0.1693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:18:35 || Estimated Time: 1 day, 7:56:09
2023-07-14 07:23:29,013 semantic_segmentation INFO: Iters: 18230/50000 || Lr: 0.013298 || Task Loss: 0.3677 || KD Loss: 0.1464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:19:12 || Estimated Time: 1 day, 7:55:34
2023-07-14 07:24:05,991 semantic_segmentation INFO: Iters: 18240/50000 || Lr: 0.013294 || Task Loss: 0.3268 || KD Loss: 0.1190|| 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: 18:19:48 || Estimated Time: 1 day, 7:54:59
2023-07-14 07:24:42,559 semantic_segmentation INFO: Iters: 18250/50000 || Lr: 0.013290 || Task Loss: 0.3726 || KD Loss: 0.1314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:20:25 || Estimated Time: 1 day, 7:54:24
2023-07-14 07:25:19,349 semantic_segmentation INFO: Iters: 18260/50000 || Lr: 0.013287 || Task Loss: 0.4724 || KD Loss: 0.1880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 7:53:49
2023-07-14 07:25:56,429 semantic_segmentation INFO: Iters: 18270/50000 || Lr: 0.013283 || Task Loss: 0.5478 || KD Loss: 0.2360|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:21:39 || Estimated Time: 1 day, 7:53:14
2023-07-14 07:26:33,254 semantic_segmentation INFO: Iters: 18280/50000 || Lr: 0.013279 || Task Loss: 0.3834 || KD Loss: 0.1629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:22:16 || Estimated Time: 1 day, 7:52:39
2023-07-14 07:27:10,178 semantic_segmentation INFO: Iters: 18290/50000 || Lr: 0.013275 || Task Loss: 0.3284 || KD Loss: 0.1277|| 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: 18:22:53 || Estimated Time: 1 day, 7:52:04
2023-07-14 07:27:46,916 semantic_segmentation INFO: Iters: 18300/50000 || Lr: 0.013272 || Task Loss: 0.3051 || KD Loss: 0.1079|| 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: 18:23:29 || Estimated Time: 1 day, 7:51:29
2023-07-14 07:28:23,814 semantic_segmentation INFO: Iters: 18310/50000 || Lr: 0.013268 || Task Loss: 0.3609 || KD Loss: 0.1761|| 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: 18:24:06 || Estimated Time: 1 day, 7:50:54
2023-07-14 07:29:00,711 semantic_segmentation INFO: Iters: 18320/50000 || Lr: 0.013264 || Task Loss: 0.3084 || KD Loss: 0.1335|| 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: 18:24:43 || Estimated Time: 1 day, 7:50:19
2023-07-14 07:29:37,551 semantic_segmentation INFO: Iters: 18330/50000 || Lr: 0.013260 || Task Loss: 0.4244 || KD Loss: 0.1601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:25:20 || Estimated Time: 1 day, 7:49:44
2023-07-14 07:30:14,639 semantic_segmentation INFO: Iters: 18340/50000 || Lr: 0.013257 || Task Loss: 0.2395 || KD Loss: 0.1031|| 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: 18:25:57 || Estimated Time: 1 day, 7:49:09
2023-07-14 07:30:51,425 semantic_segmentation INFO: Iters: 18350/50000 || Lr: 0.013253 || Task Loss: 0.5133 || KD Loss: 0.3220|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1272|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:26:34 || Estimated Time: 1 day, 7:48:34
2023-07-14 07:31:28,172 semantic_segmentation INFO: Iters: 18360/50000 || Lr: 0.013249 || Task Loss: 0.3946 || KD Loss: 0.2106|| 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: 18:27:11 || Estimated Time: 1 day, 7:47:59
2023-07-14 07:32:04,979 semantic_segmentation INFO: Iters: 18370/50000 || Lr: 0.013245 || Task Loss: 0.3420 || KD Loss: 0.1544|| 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: 18:27:47 || Estimated Time: 1 day, 7:47:24
2023-07-14 07:32:42,074 semantic_segmentation INFO: Iters: 18380/50000 || Lr: 0.013241 || Task Loss: 0.4198 || KD Loss: 0.1862|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:28:25 || Estimated Time: 1 day, 7:46:49
2023-07-14 07:33:19,260 semantic_segmentation INFO: Iters: 18390/50000 || Lr: 0.013238 || Task Loss: 0.3830 || KD Loss: 0.1606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:29:02 || Estimated Time: 1 day, 7:46:15
2023-07-14 07:33:56,180 semantic_segmentation INFO: Iters: 18400/50000 || Lr: 0.013234 || Task Loss: 0.4100 || KD Loss: 0.2037|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:29:39 || Estimated Time: 1 day, 7:45:40
2023-07-14 07:33:56,258 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 07:33:56,804 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.922, mIoU: 0.346
2023-07-14 07:33:56,980 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.944, mIoU: 0.422
2023-07-14 07:33:57,112 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.949, mIoU: 0.449
2023-07-14 07:33:57,242 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.950, mIoU: 0.478
2023-07-14 07:33:57,373 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.952, mIoU: 0.467
2023-07-14 07:33:57,506 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.955, mIoU: 0.471
2023-07-14 07:33:57,636 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.953, mIoU: 0.472
2023-07-14 07:33:57,773 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.953, mIoU: 0.482
2023-07-14 07:33:57,909 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.953, mIoU: 0.511
2023-07-14 07:33:58,043 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.949, mIoU: 0.527
2023-07-14 07:33:58,178 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.945, mIoU: 0.537
2023-07-14 07:33:58,314 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.940, mIoU: 0.560
2023-07-14 07:33:58,447 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.936, mIoU: 0.560
2023-07-14 07:33:58,584 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.935, mIoU: 0.551
2023-07-14 07:33:58,720 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.934, mIoU: 0.557
2023-07-14 07:33:58,853 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.932, mIoU: 0.551
2023-07-14 07:33:58,989 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.931, mIoU: 0.548
2023-07-14 07:33:59,125 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.931, mIoU: 0.547
2023-07-14 07:33:59,257 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.929, mIoU: 0.551
2023-07-14 07:33:59,389 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.930, mIoU: 0.557
2023-07-14 07:33:59,521 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.930, mIoU: 0.558
2023-07-14 07:33:59,655 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.923, mIoU: 0.548
2023-07-14 07:33:59,790 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.923, mIoU: 0.547
2023-07-14 07:33:59,921 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.923, mIoU: 0.555
2023-07-14 07:34:00,055 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.922, mIoU: 0.570
2023-07-14 07:34:00,190 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.922, mIoU: 0.574
2023-07-14 07:34:00,322 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.921, mIoU: 0.568
2023-07-14 07:34:00,456 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.920, mIoU: 0.566
2023-07-14 07:34:00,589 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.920, mIoU: 0.573
2023-07-14 07:34:00,718 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.920, mIoU: 0.582
2023-07-14 07:34:00,852 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.920, mIoU: 0.582
2023-07-14 07:34:00,988 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.920, mIoU: 0.582
2023-07-14 07:34:01,122 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.921, mIoU: 0.585
2023-07-14 07:34:01,258 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.921, mIoU: 0.583
2023-07-14 07:34:01,394 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.921, mIoU: 0.583
2023-07-14 07:34:01,527 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.921, mIoU: 0.580
2023-07-14 07:34:01,664 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.921, mIoU: 0.577
2023-07-14 07:34:01,799 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.920, mIoU: 0.575
2023-07-14 07:34:01,930 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.919, mIoU: 0.573
2023-07-14 07:34:02,063 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.920, mIoU: 0.574
2023-07-14 07:34:02,198 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.921, mIoU: 0.574
2023-07-14 07:34:02,330 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.922, mIoU: 0.573
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2023-07-14 07:34:55,319 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.927, mIoU: 0.580
2023-07-14 07:34:55,454 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.927, mIoU: 0.580
2023-07-14 07:34:55,587 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.927, mIoU: 0.580
2023-07-14 07:34:55,723 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.927, mIoU: 0.580
2023-07-14 07:34:55,859 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.927, mIoU: 0.580
2023-07-14 07:34:55,992 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.927, mIoU: 0.580
2023-07-14 07:34:56,128 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.927, mIoU: 0.580
2023-07-14 07:34:56,264 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.927, mIoU: 0.580
2023-07-14 07:34:56,396 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.927, mIoU: 0.581
2023-07-14 07:34:56,526 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.928, mIoU: 0.581
2023-07-14 07:34:56,653 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.928, mIoU: 0.581
2023-07-14 07:34:56,786 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.928, mIoU: 0.581
2023-07-14 07:34:56,919 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.928, mIoU: 0.581
2023-07-14 07:34:57,046 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.928, mIoU: 0.581
2023-07-14 07:34:57,179 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.928, mIoU: 0.581
2023-07-14 07:34:57,315 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.928, mIoU: 0.581
2023-07-14 07:34:57,446 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.928, mIoU: 0.581
2023-07-14 07:34:57,581 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.928, mIoU: 0.581
2023-07-14 07:34:57,717 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.928, mIoU: 0.581
2023-07-14 07:34:57,848 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.928, mIoU: 0.582
2023-07-14 07:34:57,983 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.928, mIoU: 0.582
2023-07-14 07:34:58,120 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.928, mIoU: 0.582
2023-07-14 07:34:58,251 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.928, mIoU: 0.582
2023-07-14 07:34:58,383 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.928, mIoU: 0.582
2023-07-14 07:34:58,515 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.928, mIoU: 0.583
2023-07-14 07:34:58,647 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.928, mIoU: 0.583
2023-07-14 07:34:58,777 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.928, mIoU: 0.583
2023-07-14 07:34:58,906 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.928, mIoU: 0.583
2023-07-14 07:34:59,039 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.929, mIoU: 0.583
2023-07-14 07:34:59,172 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.928, mIoU: 0.583
2023-07-14 07:34:59,301 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.928, mIoU: 0.583
2023-07-14 07:34:59,434 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.929, mIoU: 0.584
2023-07-14 07:34:59,568 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.928, mIoU: 0.583
2023-07-14 07:34:59,698 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.928, mIoU: 0.583
2023-07-14 07:34:59,831 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.928, mIoU: 0.583
2023-07-14 07:34:59,967 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.928, mIoU: 0.583
2023-07-14 07:35:00,098 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.928, mIoU: 0.583
2023-07-14 07:35:00,231 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.929, mIoU: 0.583
2023-07-14 07:35:00,366 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.929, mIoU: 0.583
2023-07-14 07:35:00,494 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.929, mIoU: 0.583
2023-07-14 07:35:00,626 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.929, mIoU: 0.583
2023-07-14 07:35:00,758 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.929, mIoU: 0.583
2023-07-14 07:35:00,889 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.929, mIoU: 0.583
2023-07-14 07:35:01,021 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.929, mIoU: 0.583
2023-07-14 07:35:01,148 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.929, mIoU: 0.583
2023-07-14 07:35:01,280 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.929, mIoU: 0.583
2023-07-14 07:35:01,415 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.929, mIoU: 0.583
2023-07-14 07:35:01,545 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.929, mIoU: 0.583
2023-07-14 07:35:01,680 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.929, mIoU: 0.584
2023-07-14 07:35:01,818 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.929, mIoU: 0.584
2023-07-14 07:35:01,950 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.929, mIoU: 0.583
2023-07-14 07:35:02,085 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.929, mIoU: 0.584
2023-07-14 07:35:02,223 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.929, mIoU: 0.584
2023-07-14 07:35:02,355 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.929, mIoU: 0.584
2023-07-14 07:35:02,489 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.929, mIoU: 0.584
2023-07-14 07:35:02,625 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.929, mIoU: 0.584
2023-07-14 07:35:02,758 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.929, mIoU: 0.584
2023-07-14 07:35:02,892 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.929, mIoU: 0.584
2023-07-14 07:35:03,029 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.929, mIoU: 0.584
2023-07-14 07:35:03,161 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.929, mIoU: 0.584
2023-07-14 07:35:03,295 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.929, mIoU: 0.585
2023-07-14 07:35:03,432 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.929, mIoU: 0.585
2023-07-14 07:35:03,564 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.929, mIoU: 0.585
2023-07-14 07:35:03,697 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-14 07:35:03,831 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-14 07:35:41,389 semantic_segmentation INFO: Iters: 18410/50000 || Lr: 0.013230 || Task Loss: 0.4193 || KD Loss: 0.1711|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:31:24 || Estimated Time: 1 day, 7:47:02
2023-07-14 07:36:17,909 semantic_segmentation INFO: Iters: 18420/50000 || Lr: 0.013226 || Task Loss: 0.3631 || KD Loss: 0.1238|| 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: 18:32:00 || Estimated Time: 1 day, 7:46:26
2023-07-14 07:36:54,836 semantic_segmentation INFO: Iters: 18430/50000 || Lr: 0.013223 || Task Loss: 0.3267 || KD Loss: 0.1376|| 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: 18:32:37 || Estimated Time: 1 day, 7:45:51
2023-07-14 07:37:31,590 semantic_segmentation INFO: Iters: 18440/50000 || Lr: 0.013219 || Task Loss: 0.3932 || KD Loss: 0.1588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:33:14 || Estimated Time: 1 day, 7:45:16
2023-07-14 07:38:08,300 semantic_segmentation INFO: Iters: 18450/50000 || Lr: 0.013215 || Task Loss: 0.3989 || KD Loss: 0.1851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:33:51 || Estimated Time: 1 day, 7:44:41
2023-07-14 07:38:45,122 semantic_segmentation INFO: Iters: 18460/50000 || Lr: 0.013211 || Task Loss: 0.2944 || KD Loss: 0.1334|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:34:28 || Estimated Time: 1 day, 7:44:05
2023-07-14 07:39:21,759 semantic_segmentation INFO: Iters: 18470/50000 || Lr: 0.013208 || Task Loss: 0.3068 || KD Loss: 0.1123|| 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: 18:35:04 || Estimated Time: 1 day, 7:43:30
2023-07-14 07:39:59,038 semantic_segmentation INFO: Iters: 18480/50000 || Lr: 0.013204 || Task Loss: 0.2948 || KD Loss: 0.1327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:35:42 || Estimated Time: 1 day, 7:42:55
2023-07-14 07:40:35,470 semantic_segmentation INFO: Iters: 18490/50000 || Lr: 0.013200 || Task Loss: 0.5428 || KD Loss: 0.2068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 7:42:20
2023-07-14 07:41:12,417 semantic_segmentation INFO: Iters: 18500/50000 || Lr: 0.013196 || Task Loss: 0.3098 || KD Loss: 0.1155|| 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: 18:36:55 || Estimated Time: 1 day, 7:41:45
2023-07-14 07:41:49,132 semantic_segmentation INFO: Iters: 18510/50000 || Lr: 0.013192 || Task Loss: 0.4172 || KD Loss: 0.1304|| 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: 18:37:32 || Estimated Time: 1 day, 7:41:09
2023-07-14 07:42:25,988 semantic_segmentation INFO: Iters: 18520/50000 || Lr: 0.013189 || Task Loss: 0.3311 || KD Loss: 0.1425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:38:08 || Estimated Time: 1 day, 7:40:34
2023-07-14 07:43:02,818 semantic_segmentation INFO: Iters: 18530/50000 || Lr: 0.013185 || Task Loss: 0.4538 || KD Loss: 0.1881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:38:45 || Estimated Time: 1 day, 7:39:59
2023-07-14 07:43:39,931 semantic_segmentation INFO: Iters: 18540/50000 || Lr: 0.013181 || Task Loss: 0.3665 || KD Loss: 0.1478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1255|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:39:22 || Estimated Time: 1 day, 7:39:24
2023-07-14 07:44:16,452 semantic_segmentation INFO: Iters: 18550/50000 || Lr: 0.013177 || Task Loss: 0.3573 || KD Loss: 0.1131|| 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: 18:39:59 || Estimated Time: 1 day, 7:38:48
2023-07-14 07:44:53,821 semantic_segmentation INFO: Iters: 18560/50000 || Lr: 0.013174 || Task Loss: 0.4327 || KD Loss: 0.1760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:40:36 || Estimated Time: 1 day, 7:38:14
2023-07-14 07:45:30,899 semantic_segmentation INFO: Iters: 18570/50000 || Lr: 0.013170 || Task Loss: 0.3475 || KD Loss: 0.1616|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:41:13 || Estimated Time: 1 day, 7:37:39
2023-07-14 07:46:07,703 semantic_segmentation INFO: Iters: 18580/50000 || Lr: 0.013166 || Task Loss: 0.3886 || KD Loss: 0.1625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 7:37:04
2023-07-14 07:46:44,231 semantic_segmentation INFO: Iters: 18590/50000 || Lr: 0.013162 || Task Loss: 0.4009 || KD Loss: 0.1379|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:42:27 || Estimated Time: 1 day, 7:36:28
2023-07-14 07:47:21,119 semantic_segmentation INFO: Iters: 18600/50000 || Lr: 0.013158 || Task Loss: 0.4414 || KD Loss: 0.1910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:43:04 || Estimated Time: 1 day, 7:35:53
2023-07-14 07:47:58,174 semantic_segmentation INFO: Iters: 18610/50000 || Lr: 0.013155 || Task Loss: 0.3217 || KD Loss: 0.1331|| 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: 18:43:41 || Estimated Time: 1 day, 7:35:18
2023-07-14 07:48:34,950 semantic_segmentation INFO: Iters: 18620/50000 || Lr: 0.013151 || Task Loss: 0.4492 || KD Loss: 0.2045|| 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: 18:44:17 || Estimated Time: 1 day, 7:34:43
2023-07-14 07:49:11,413 semantic_segmentation INFO: Iters: 18630/50000 || Lr: 0.013147 || Task Loss: 0.3132 || KD Loss: 0.1211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:44:54 || Estimated Time: 1 day, 7:34:07
2023-07-14 07:49:48,507 semantic_segmentation INFO: Iters: 18640/50000 || Lr: 0.013143 || Task Loss: 0.3849 || KD Loss: 0.2105|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:45:31 || Estimated Time: 1 day, 7:33:33
2023-07-14 07:50:25,148 semantic_segmentation INFO: Iters: 18650/50000 || Lr: 0.013140 || Task Loss: 0.6079 || KD Loss: 0.2738|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:46:08 || Estimated Time: 1 day, 7:32:57
2023-07-14 07:51:01,988 semantic_segmentation INFO: Iters: 18660/50000 || Lr: 0.013136 || Task Loss: 0.3746 || KD Loss: 0.1431|| 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: 18:46:44 || Estimated Time: 1 day, 7:32:22
2023-07-14 07:51:38,783 semantic_segmentation INFO: Iters: 18670/50000 || Lr: 0.013132 || Task Loss: 0.4349 || KD Loss: 0.2219|| 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: 18:47:21 || Estimated Time: 1 day, 7:31:47
2023-07-14 07:52:15,562 semantic_segmentation INFO: Iters: 18680/50000 || Lr: 0.013128 || Task Loss: 0.3691 || KD Loss: 0.1653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:47:58 || Estimated Time: 1 day, 7:31:11
2023-07-14 07:52:52,242 semantic_segmentation INFO: Iters: 18690/50000 || Lr: 0.013125 || Task Loss: 0.4868 || KD Loss: 0.1851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:48:35 || Estimated Time: 1 day, 7:30:36
2023-07-14 07:53:29,403 semantic_segmentation INFO: Iters: 18700/50000 || Lr: 0.013121 || Task Loss: 0.3654 || KD Loss: 0.1371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:49:12 || Estimated Time: 1 day, 7:30:01
2023-07-14 07:54:06,026 semantic_segmentation INFO: Iters: 18710/50000 || Lr: 0.013117 || Task Loss: 0.3770 || KD Loss: 0.2348|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:49:49 || Estimated Time: 1 day, 7:29:25
2023-07-14 07:54:42,760 semantic_segmentation INFO: Iters: 18720/50000 || Lr: 0.013113 || Task Loss: 0.4741 || KD Loss: 0.2032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:50:25 || Estimated Time: 1 day, 7:28:50
2023-07-14 07:55:19,885 semantic_segmentation INFO: Iters: 18730/50000 || Lr: 0.013109 || Task Loss: 0.3993 || KD Loss: 0.1752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 7:28:15
2023-07-14 07:55:56,524 semantic_segmentation INFO: Iters: 18740/50000 || Lr: 0.013106 || Task Loss: 0.3089 || KD Loss: 0.1213|| 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: 18:51:39 || Estimated Time: 1 day, 7:27:40
2023-07-14 07:56:33,218 semantic_segmentation INFO: Iters: 18750/50000 || Lr: 0.013102 || Task Loss: 0.4517 || KD Loss: 0.2266|| 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: 18:52:16 || Estimated Time: 1 day, 7:27:04
2023-07-14 07:57:10,344 semantic_segmentation INFO: Iters: 18760/50000 || Lr: 0.013098 || Task Loss: 0.3077 || KD Loss: 0.1359|| 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: 18:52:53 || Estimated Time: 1 day, 7:26:30
2023-07-14 07:57:47,021 semantic_segmentation INFO: Iters: 18770/50000 || Lr: 0.013094 || Task Loss: 0.3731 || KD Loss: 0.1231|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1271|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:53:30 || Estimated Time: 1 day, 7:25:54
2023-07-14 07:58:23,601 semantic_segmentation INFO: Iters: 18780/50000 || Lr: 0.013091 || Task Loss: 0.5535 || KD Loss: 0.2427|| 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: 18:54:06 || Estimated Time: 1 day, 7:25:19
2023-07-14 07:59:00,719 semantic_segmentation INFO: Iters: 18790/50000 || Lr: 0.013087 || Task Loss: 0.2982 || KD Loss: 0.1071|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:54:43 || Estimated Time: 1 day, 7:24:44
2023-07-14 07:59:37,489 semantic_segmentation INFO: Iters: 18800/50000 || Lr: 0.013083 || Task Loss: 0.3641 || KD Loss: 0.1669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:55:20 || Estimated Time: 1 day, 7:24:08
2023-07-14 08:00:14,356 semantic_segmentation INFO: Iters: 18810/50000 || Lr: 0.013079 || Task Loss: 0.3849 || KD Loss: 0.1472|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:55:57 || Estimated Time: 1 day, 7:23:33
2023-07-14 08:00:51,198 semantic_segmentation INFO: Iters: 18820/50000 || Lr: 0.013075 || Task Loss: 0.2641 || KD Loss: 0.1478|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:56:34 || Estimated Time: 1 day, 7:22:58
2023-07-14 08:01:28,289 semantic_segmentation INFO: Iters: 18830/50000 || Lr: 0.013072 || Task Loss: 0.3358 || KD Loss: 0.1527|| 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: 18:57:11 || Estimated Time: 1 day, 7:22:23
2023-07-14 08:02:04,956 semantic_segmentation INFO: Iters: 18840/50000 || Lr: 0.013068 || Task Loss: 0.2068 || KD Loss: 0.0720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:57:47 || Estimated Time: 1 day, 7:21:48
2023-07-14 08:02:41,813 semantic_segmentation INFO: Iters: 18850/50000 || Lr: 0.013064 || Task Loss: 0.5840 || KD Loss: 0.2321|| 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: 18:58:24 || Estimated Time: 1 day, 7:21:12
2023-07-14 08:03:18,491 semantic_segmentation INFO: Iters: 18860/50000 || Lr: 0.013060 || Task Loss: 0.3386 || KD Loss: 0.1352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1224|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 18:59:01 || Estimated Time: 1 day, 7:20:37
2023-07-14 08:03:55,974 semantic_segmentation INFO: Iters: 18870/50000 || Lr: 0.013057 || Task Loss: 0.3180 || KD Loss: 0.1133|| 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: 18:59:38 || Estimated Time: 1 day, 7:20:03
2023-07-14 08:04:32,450 semantic_segmentation INFO: Iters: 18880/50000 || Lr: 0.013053 || Task Loss: 0.4040 || KD Loss: 0.1729|| 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: 19:00:15 || Estimated Time: 1 day, 7:19:27
2023-07-14 08:05:09,229 semantic_segmentation INFO: Iters: 18890/50000 || Lr: 0.013049 || Task Loss: 0.3285 || KD Loss: 0.1182|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:00:52 || Estimated Time: 1 day, 7:18:52
2023-07-14 08:05:46,078 semantic_segmentation INFO: Iters: 18900/50000 || Lr: 0.013045 || Task Loss: 0.2990 || KD Loss: 0.1130|| 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: 19:01:29 || Estimated Time: 1 day, 7:18:16
2023-07-14 08:06:23,575 semantic_segmentation INFO: Iters: 18910/50000 || Lr: 0.013042 || Task Loss: 0.2311 || KD Loss: 0.0855|| 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: 19:02:06 || Estimated Time: 1 day, 7:17:42
2023-07-14 08:07:00,114 semantic_segmentation INFO: Iters: 18920/50000 || Lr: 0.013038 || Task Loss: 0.3363 || KD Loss: 0.1590|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:02:43 || Estimated Time: 1 day, 7:17:06
2023-07-14 08:07:37,290 semantic_segmentation INFO: Iters: 18930/50000 || Lr: 0.013034 || Task Loss: 0.2871 || KD Loss: 0.0947|| 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: 19:03:20 || Estimated Time: 1 day, 7:16:32
2023-07-14 08:08:13,618 semantic_segmentation INFO: Iters: 18940/50000 || Lr: 0.013030 || Task Loss: 0.3490 || KD Loss: 0.1518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:03:56 || Estimated Time: 1 day, 7:15:56
2023-07-14 08:08:50,661 semantic_segmentation INFO: Iters: 18950/50000 || Lr: 0.013026 || Task Loss: 0.2697 || KD Loss: 0.1061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:04:33 || Estimated Time: 1 day, 7:15:21
2023-07-14 08:09:27,522 semantic_segmentation INFO: Iters: 18960/50000 || Lr: 0.013023 || Task Loss: 0.2865 || KD Loss: 0.0991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:05:10 || Estimated Time: 1 day, 7:14:46
2023-07-14 08:10:04,208 semantic_segmentation INFO: Iters: 18970/50000 || Lr: 0.013019 || Task Loss: 0.2955 || KD Loss: 0.1408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:05:47 || Estimated Time: 1 day, 7:14:10
2023-07-14 08:10:41,182 semantic_segmentation INFO: Iters: 18980/50000 || Lr: 0.013015 || Task Loss: 0.5117 || KD Loss: 0.1868|| 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: 19:06:24 || Estimated Time: 1 day, 7:13:35
2023-07-14 08:11:18,153 semantic_segmentation INFO: Iters: 18990/50000 || Lr: 0.013011 || Task Loss: 0.3852 || KD Loss: 0.1496|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:07:01 || Estimated Time: 1 day, 7:13:00
2023-07-14 08:11:54,705 semantic_segmentation INFO: Iters: 19000/50000 || Lr: 0.013008 || Task Loss: 0.2981 || KD Loss: 0.0956|| 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: 19:07:37 || Estimated Time: 1 day, 7:12:24
2023-07-14 08:12:31,499 semantic_segmentation INFO: Iters: 19010/50000 || Lr: 0.013004 || Task Loss: 0.2395 || KD Loss: 0.0966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:08:14 || Estimated Time: 1 day, 7:11:49
2023-07-14 08:13:08,488 semantic_segmentation INFO: Iters: 19020/50000 || Lr: 0.013000 || Task Loss: 0.2882 || KD Loss: 0.1033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:08:51 || Estimated Time: 1 day, 7:11:14
2023-07-14 08:13:45,377 semantic_segmentation INFO: Iters: 19030/50000 || Lr: 0.012996 || Task Loss: 0.4123 || KD Loss: 0.1748|| 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: 19:09:28 || Estimated Time: 1 day, 7:10:39
2023-07-14 08:14:21,959 semantic_segmentation INFO: Iters: 19040/50000 || Lr: 0.012992 || Task Loss: 0.3787 || KD Loss: 0.1421|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:10:04 || Estimated Time: 1 day, 7:10:03
2023-07-14 08:14:58,722 semantic_segmentation INFO: Iters: 19050/50000 || Lr: 0.012989 || Task Loss: 0.4119 || KD Loss: 0.1832|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:10:41 || Estimated Time: 1 day, 7:09:28
2023-07-14 08:15:35,980 semantic_segmentation INFO: Iters: 19060/50000 || Lr: 0.012985 || Task Loss: 0.3978 || KD Loss: 0.1619|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:11:18 || Estimated Time: 1 day, 7:08:53
2023-07-14 08:16:13,138 semantic_segmentation INFO: Iters: 19070/50000 || Lr: 0.012981 || Task Loss: 0.2531 || KD Loss: 0.1661|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:11:56 || Estimated Time: 1 day, 7:08:18
2023-07-14 08:16:49,812 semantic_segmentation INFO: Iters: 19080/50000 || Lr: 0.012977 || Task Loss: 0.4146 || KD Loss: 0.2051|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:12:32 || Estimated Time: 1 day, 7:07:43
2023-07-14 08:17:26,548 semantic_segmentation INFO: Iters: 19090/50000 || Lr: 0.012974 || Task Loss: 0.3594 || KD Loss: 0.1369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:13:09 || Estimated Time: 1 day, 7:07:07
2023-07-14 08:18:03,654 semantic_segmentation INFO: Iters: 19100/50000 || Lr: 0.012970 || Task Loss: 0.3505 || KD Loss: 0.1189|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:13:46 || Estimated Time: 1 day, 7:06:32
2023-07-14 08:18:40,293 semantic_segmentation INFO: Iters: 19110/50000 || Lr: 0.012966 || Task Loss: 0.4147 || KD Loss: 0.1838|| 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: 19:14:23 || Estimated Time: 1 day, 7:05:57
2023-07-14 08:19:17,385 semantic_segmentation INFO: Iters: 19120/50000 || Lr: 0.012962 || Task Loss: 0.3641 || KD Loss: 0.1368|| 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: 19:15:00 || Estimated Time: 1 day, 7:05:22
2023-07-14 08:19:54,241 semantic_segmentation INFO: Iters: 19130/50000 || Lr: 0.012958 || Task Loss: 0.2735 || KD Loss: 0.1258|| 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: 19:15:37 || Estimated Time: 1 day, 7:04:46
2023-07-14 08:20:31,030 semantic_segmentation INFO: Iters: 19140/50000 || Lr: 0.012955 || Task Loss: 0.4463 || KD Loss: 0.1779|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:16:14 || Estimated Time: 1 day, 7:04:11
2023-07-14 08:21:07,933 semantic_segmentation INFO: Iters: 19150/50000 || Lr: 0.012951 || Task Loss: 0.3328 || KD Loss: 0.1164|| 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: 19:16:50 || Estimated Time: 1 day, 7:03:36
2023-07-14 08:21:44,649 semantic_segmentation INFO: Iters: 19160/50000 || Lr: 0.012947 || Task Loss: 0.3510 || KD Loss: 0.1249|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:17:27 || Estimated Time: 1 day, 7:03:01
2023-07-14 08:22:21,698 semantic_segmentation INFO: Iters: 19170/50000 || Lr: 0.012943 || Task Loss: 0.2317 || KD Loss: 0.0994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:18:04 || Estimated Time: 1 day, 7:02:26
2023-07-14 08:22:58,413 semantic_segmentation INFO: Iters: 19180/50000 || Lr: 0.012940 || Task Loss: 0.2947 || KD Loss: 0.1088|| 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: 19:18:41 || Estimated Time: 1 day, 7:01:50
2023-07-14 08:23:35,212 semantic_segmentation INFO: Iters: 19190/50000 || Lr: 0.012936 || Task Loss: 0.3326 || KD Loss: 0.1261|| 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: 19:19:18 || Estimated Time: 1 day, 7:01:15
2023-07-14 08:24:11,845 semantic_segmentation INFO: Iters: 19200/50000 || Lr: 0.012932 || Task Loss: 0.3118 || KD Loss: 0.1157|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1214|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:19:54 || Estimated Time: 1 day, 7:00:39
2023-07-14 08:24:11,917 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 08:24:12,566 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.942, mIoU: 0.363
2023-07-14 08:24:12,702 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.955, mIoU: 0.414
2023-07-14 08:24:12,834 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.956, mIoU: 0.441
2023-07-14 08:24:12,973 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.956, mIoU: 0.470
2023-07-14 08:24:13,108 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.949, mIoU: 0.456
2023-07-14 08:24:13,244 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.950, mIoU: 0.459
2023-07-14 08:24:13,379 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.948, mIoU: 0.461
2023-07-14 08:24:13,510 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.950, mIoU: 0.472
2023-07-14 08:24:13,646 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.950, mIoU: 0.479
2023-07-14 08:24:13,779 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.946, mIoU: 0.504
2023-07-14 08:24:13,910 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.944, mIoU: 0.508
2023-07-14 08:24:14,044 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.940, mIoU: 0.553
2023-07-14 08:24:14,180 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.939, mIoU: 0.558
2023-07-14 08:24:14,311 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.938, mIoU: 0.548
2023-07-14 08:24:14,443 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.937, mIoU: 0.556
2023-07-14 08:24:14,575 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.936, mIoU: 0.551
2023-07-14 08:24:14,707 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.935, mIoU: 0.550
2023-07-14 08:24:14,841 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.935, mIoU: 0.550
2023-07-14 08:24:14,970 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.933, mIoU: 0.555
2023-07-14 08:24:15,105 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.934, mIoU: 0.561
2023-07-14 08:24:15,239 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.934, mIoU: 0.561
2023-07-14 08:24:15,368 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.928, mIoU: 0.554
2023-07-14 08:24:15,501 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.928, mIoU: 0.553
2023-07-14 08:24:15,636 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.927, mIoU: 0.562
2023-07-14 08:24:15,766 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.926, mIoU: 0.577
2023-07-14 08:24:15,900 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.926, mIoU: 0.581
2023-07-14 08:24:16,037 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.926, mIoU: 0.575
2023-07-14 08:24:16,169 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.925, mIoU: 0.573
2023-07-14 08:24:16,305 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.925, mIoU: 0.580
2023-07-14 08:24:16,438 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.925, mIoU: 0.577
2023-07-14 08:24:16,570 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.925, mIoU: 0.575
2023-07-14 08:24:16,704 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.925, mIoU: 0.577
2023-07-14 08:24:16,840 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.926, mIoU: 0.580
2023-07-14 08:24:16,970 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-14 08:24:17,102 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.926, mIoU: 0.581
2023-07-14 08:24:17,235 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-14 08:24:17,366 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.926, mIoU: 0.577
2023-07-14 08:24:17,497 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.926, mIoU: 0.576
2023-07-14 08:24:17,625 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.925, mIoU: 0.571
2023-07-14 08:24:17,757 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.926, mIoU: 0.572
2023-07-14 08:24:17,890 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.926, mIoU: 0.572
2023-07-14 08:24:18,018 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.927, mIoU: 0.571
2023-07-14 08:24:18,150 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.927, mIoU: 0.572
2023-07-14 08:24:18,285 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.927, mIoU: 0.572
2023-07-14 08:24:18,416 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.927, mIoU: 0.570
2023-07-14 08:24:18,550 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.928, mIoU: 0.569
2023-07-14 08:24:18,685 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.928, mIoU: 0.570
2023-07-14 08:24:18,816 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.929, mIoU: 0.569
2023-07-14 08:24:18,947 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.929, mIoU: 0.576
2023-07-14 08:24:19,079 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.930, mIoU: 0.578
2023-07-14 08:24:19,210 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.929, mIoU: 0.577
2023-07-14 08:24:19,341 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.928, mIoU: 0.580
2023-07-14 08:24:19,471 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.928, mIoU: 0.580
2023-07-14 08:24:19,603 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.926, mIoU: 0.578
2023-07-14 08:24:19,737 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.925, mIoU: 0.575
2023-07-14 08:24:19,865 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.925, mIoU: 0.572
2023-07-14 08:24:19,998 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.925, mIoU: 0.572
2023-07-14 08:24:20,133 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.926, mIoU: 0.578
2023-07-14 08:24:20,264 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.926, mIoU: 0.582
2023-07-14 08:24:20,397 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.926, mIoU: 0.581
2023-07-14 08:24:20,532 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.925, mIoU: 0.583
2023-07-14 08:24:20,664 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.925, mIoU: 0.586
2023-07-14 08:24:20,795 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.925, mIoU: 0.582
2023-07-14 08:24:20,928 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.925, mIoU: 0.588
2023-07-14 08:24:21,060 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.925, mIoU: 0.590
2023-07-14 08:24:21,191 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.924, mIoU: 0.590
2023-07-14 08:24:21,320 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.924, mIoU: 0.590
2023-07-14 08:24:21,453 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.924, mIoU: 0.591
2023-07-14 08:24:21,586 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.923, mIoU: 0.590
2023-07-14 08:24:21,713 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.924, mIoU: 0.590
2023-07-14 08:24:21,846 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.924, mIoU: 0.591
2023-07-14 08:24:21,982 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.924, mIoU: 0.590
2023-07-14 08:24:22,113 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.924, mIoU: 0.588
2023-07-14 08:24:22,247 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.925, mIoU: 0.588
2023-07-14 08:24:22,382 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.925, mIoU: 0.588
2023-07-14 08:24:22,513 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.924, mIoU: 0.587
2023-07-14 08:24:22,645 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.925, mIoU: 0.586
2023-07-14 08:24:22,777 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.925, mIoU: 0.585
2023-07-14 08:24:22,905 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.924, mIoU: 0.585
2023-07-14 08:24:23,032 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.924, mIoU: 0.586
2023-07-14 08:24:23,158 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.924, mIoU: 0.588
2023-07-14 08:24:23,303 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.924, mIoU: 0.589
2023-07-14 08:24:23,449 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.924, mIoU: 0.589
2023-07-14 08:24:23,593 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.923, mIoU: 0.587
2023-07-14 08:24:23,738 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.920, mIoU: 0.584
2023-07-14 08:24:23,882 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.920, mIoU: 0.584
2023-07-14 08:24:24,026 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.920, mIoU: 0.585
2023-07-14 08:24:24,169 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.921, mIoU: 0.585
2023-07-14 08:24:24,310 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.921, mIoU: 0.585
2023-07-14 08:24:24,451 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.921, mIoU: 0.584
2023-07-14 08:24:24,592 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.921, mIoU: 0.584
2023-07-14 08:24:24,733 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.920, mIoU: 0.590
2023-07-14 08:24:24,875 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.920, mIoU: 0.589
2023-07-14 08:24:25,016 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.921, mIoU: 0.589
2023-07-14 08:24:25,157 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.921, mIoU: 0.589
2023-07-14 08:24:25,297 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.922, mIoU: 0.589
2023-07-14 08:24:25,439 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.921, mIoU: 0.589
2023-07-14 08:24:25,578 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.921, mIoU: 0.589
2023-07-14 08:24:25,718 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.921, mIoU: 0.589
2023-07-14 08:24:25,861 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.920, mIoU: 0.589
2023-07-14 08:24:26,002 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.918, mIoU: 0.588
2023-07-14 08:24:26,141 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.918, mIoU: 0.587
2023-07-14 08:24:26,281 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.918, mIoU: 0.587
2023-07-14 08:24:26,419 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.918, mIoU: 0.587
2023-07-14 08:24:26,557 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.918, mIoU: 0.587
2023-07-14 08:24:26,694 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.919, mIoU: 0.587
2023-07-14 08:24:26,829 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.919, mIoU: 0.587
2023-07-14 08:24:26,967 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.919, mIoU: 0.587
2023-07-14 08:24:27,104 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.919, mIoU: 0.587
2023-07-14 08:24:27,237 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.919, mIoU: 0.586
2023-07-14 08:24:27,374 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.919, mIoU: 0.586
2023-07-14 08:24:27,509 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.919, mIoU: 0.586
2023-07-14 08:24:27,641 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.919, mIoU: 0.586
2023-07-14 08:24:27,778 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.919, mIoU: 0.586
2023-07-14 08:24:27,914 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.920, mIoU: 0.585
2023-07-14 08:24:28,049 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.920, mIoU: 0.585
2023-07-14 08:24:28,185 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.919, mIoU: 0.581
2023-07-14 08:24:28,321 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.919, mIoU: 0.579
2023-07-14 08:24:28,453 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.918, mIoU: 0.579
2023-07-14 08:24:28,590 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.919, mIoU: 0.579
2023-07-14 08:24:28,725 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.919, mIoU: 0.579
2023-07-14 08:24:28,859 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.919, mIoU: 0.578
2023-07-14 08:24:28,995 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.919, mIoU: 0.579
2023-07-14 08:24:29,131 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.919, mIoU: 0.582
2023-07-14 08:24:29,265 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.919, mIoU: 0.582
2023-07-14 08:24:29,401 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.919, mIoU: 0.585
2023-07-14 08:24:29,536 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.919, mIoU: 0.586
2023-07-14 08:24:29,670 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.919, mIoU: 0.586
2023-07-14 08:24:29,803 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.919, mIoU: 0.586
2023-07-14 08:24:29,934 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.919, mIoU: 0.586
2023-07-14 08:24:30,068 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.920, mIoU: 0.586
2023-07-14 08:24:30,202 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.920, mIoU: 0.586
2023-07-14 08:24:30,335 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.920, mIoU: 0.585
2023-07-14 08:24:30,471 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.921, mIoU: 0.585
2023-07-14 08:24:30,606 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.921, mIoU: 0.585
2023-07-14 08:24:30,739 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.921, mIoU: 0.585
2023-07-14 08:24:30,873 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.921, mIoU: 0.585
2023-07-14 08:24:31,006 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.921, mIoU: 0.583
2023-07-14 08:24:31,137 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.920, mIoU: 0.581
2023-07-14 08:24:31,272 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.920, mIoU: 0.584
2023-07-14 08:24:31,406 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.920, mIoU: 0.584
2023-07-14 08:24:31,537 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.920, mIoU: 0.584
2023-07-14 08:24:31,671 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.920, mIoU: 0.583
2023-07-14 08:24:31,806 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.920, mIoU: 0.583
2023-07-14 08:24:31,939 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.920, mIoU: 0.582
2023-07-14 08:24:32,074 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.920, mIoU: 0.585
2023-07-14 08:24:32,209 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.920, mIoU: 0.584
2023-07-14 08:24:32,342 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.920, mIoU: 0.584
2023-07-14 08:24:32,476 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.920, mIoU: 0.584
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2023-07-14 08:24:58,848 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.924, mIoU: 0.576
2023-07-14 08:24:58,981 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.925, mIoU: 0.577
2023-07-14 08:24:59,117 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.925, mIoU: 0.577
2023-07-14 08:24:59,253 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.925, mIoU: 0.577
2023-07-14 08:24:59,387 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.925, mIoU: 0.577
2023-07-14 08:24:59,522 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.925, mIoU: 0.577
2023-07-14 08:24:59,656 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.925, mIoU: 0.577
2023-07-14 08:24:59,789 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.925, mIoU: 0.577
2023-07-14 08:24:59,924 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.925, mIoU: 0.578
2023-07-14 08:25:00,059 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.925, mIoU: 0.578
2023-07-14 08:25:00,192 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.925, mIoU: 0.578
2023-07-14 08:25:00,326 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.925, mIoU: 0.578
2023-07-14 08:25:00,462 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.925, mIoU: 0.578
2023-07-14 08:25:00,595 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.926, mIoU: 0.578
2023-07-14 08:25:00,728 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.926, mIoU: 0.578
2023-07-14 08:25:00,865 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-14 08:25:00,999 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-14 08:25:01,134 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-14 08:25:01,270 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-14 08:25:01,405 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-14 08:25:01,539 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-14 08:25:01,675 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-14 08:25:01,809 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-14 08:25:01,949 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.926, mIoU: 0.580
2023-07-14 08:25:02,091 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.926, mIoU: 0.580
2023-07-14 08:25:02,234 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.926, mIoU: 0.580
2023-07-14 08:25:02,377 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.926, mIoU: 0.581
2023-07-14 08:25:02,519 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.927, mIoU: 0.581
2023-07-14 08:25:02,661 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.927, mIoU: 0.581
2023-07-14 08:25:02,802 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.927, mIoU: 0.580
2023-07-14 08:25:02,943 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.927, mIoU: 0.580
2023-07-14 08:25:03,082 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.927, mIoU: 0.580
2023-07-14 08:25:03,220 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.927, mIoU: 0.580
2023-07-14 08:25:03,359 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.927, mIoU: 0.581
2023-07-14 08:25:03,496 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.927, mIoU: 0.581
2023-07-14 08:25:03,635 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.927, mIoU: 0.581
2023-07-14 08:25:03,775 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.927, mIoU: 0.581
2023-07-14 08:25:03,911 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.927, mIoU: 0.582
2023-07-14 08:25:04,051 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.927, mIoU: 0.582
2023-07-14 08:25:04,191 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.927, mIoU: 0.582
2023-07-14 08:25:04,328 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.927, mIoU: 0.582
2023-07-14 08:25:04,467 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.927, mIoU: 0.582
2023-07-14 08:25:04,607 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.927, mIoU: 0.581
2023-07-14 08:25:04,744 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.928, mIoU: 0.582
2023-07-14 08:25:04,886 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.928, mIoU: 0.582
2023-07-14 08:25:05,025 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.928, mIoU: 0.582
2023-07-14 08:25:05,163 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.928, mIoU: 0.583
2023-07-14 08:25:05,300 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.928, mIoU: 0.583
2023-07-14 08:25:05,437 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.928, mIoU: 0.583
2023-07-14 08:25:05,573 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.928, mIoU: 0.583
2023-07-14 08:25:05,711 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.928, mIoU: 0.583
2023-07-14 08:25:05,847 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.928, mIoU: 0.583
2023-07-14 08:25:05,986 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.928, mIoU: 0.583
2023-07-14 08:25:06,123 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.928, mIoU: 0.583
2023-07-14 08:25:06,261 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.928, mIoU: 0.583
2023-07-14 08:25:06,400 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.928, mIoU: 0.583
2023-07-14 08:25:06,536 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.929, mIoU: 0.583
2023-07-14 08:25:06,677 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.929, mIoU: 0.583
2023-07-14 08:25:06,816 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.929, mIoU: 0.583
2023-07-14 08:25:06,952 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.929, mIoU: 0.583
2023-07-14 08:25:07,089 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.929, mIoU: 0.584
2023-07-14 08:25:07,227 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.929, mIoU: 0.584
2023-07-14 08:25:07,365 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.929, mIoU: 0.584
2023-07-14 08:25:07,501 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.929, mIoU: 0.584
2023-07-14 08:25:07,638 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.929, mIoU: 0.584
2023-07-14 08:25:07,773 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.929, mIoU: 0.585
2023-07-14 08:25:07,912 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.929, mIoU: 0.584
2023-07-14 08:25:08,050 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.929, mIoU: 0.584
2023-07-14 08:25:08,185 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.929, mIoU: 0.584
2023-07-14 08:25:08,322 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.929, mIoU: 0.584
2023-07-14 08:25:08,459 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.929, mIoU: 0.584
2023-07-14 08:25:08,593 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.930, mIoU: 0.584
2023-07-14 08:25:08,729 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.930, mIoU: 0.584
2023-07-14 08:25:08,867 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-14 08:25:09,000 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-14 08:25:09,136 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-14 08:25:09,273 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.930, mIoU: 0.586
2023-07-14 08:25:09,408 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.930, mIoU: 0.586
2023-07-14 08:25:09,544 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.930, mIoU: 0.586
2023-07-14 08:25:09,682 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.930, mIoU: 0.586
2023-07-14 08:25:09,817 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.930, mIoU: 0.586
2023-07-14 08:25:09,954 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.930, mIoU: 0.586
2023-07-14 08:25:10,091 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.930, mIoU: 0.586
2023-07-14 08:25:10,226 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.930, mIoU: 0.586
2023-07-14 08:25:10,363 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.930, mIoU: 0.586
2023-07-14 08:25:10,501 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.930, mIoU: 0.586
2023-07-14 08:25:10,636 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.931, mIoU: 0.586
2023-07-14 08:25:10,775 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.931, mIoU: 0.586
2023-07-14 08:25:10,914 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.931, mIoU: 0.586
2023-07-14 08:25:11,048 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.931, mIoU: 0.586
2023-07-14 08:25:11,186 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.931, mIoU: 0.586
2023-07-14 08:25:11,324 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.931, mIoU: 0.586
2023-07-14 08:25:11,459 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.931, mIoU: 0.587
2023-07-14 08:25:11,596 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.931, mIoU: 0.586
2023-07-14 08:25:11,734 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.931, mIoU: 0.587
2023-07-14 08:25:11,868 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.931, mIoU: 0.587
2023-07-14 08:25:12,005 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.931, mIoU: 0.586
2023-07-14 08:25:12,143 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.931, mIoU: 0.586
2023-07-14 08:25:12,278 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.931, mIoU: 0.586
2023-07-14 08:25:12,416 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.931, mIoU: 0.587
2023-07-14 08:25:12,553 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.932, mIoU: 0.587
2023-07-14 08:25:12,688 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.932, mIoU: 0.587
2023-07-14 08:25:12,826 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.932, mIoU: 0.587
2023-07-14 08:25:12,962 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.932, mIoU: 0.587
2023-07-14 08:25:13,094 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.932, mIoU: 0.587
2023-07-14 08:25:13,231 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.932, mIoU: 0.587
2023-07-14 08:25:13,367 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.932, mIoU: 0.587
2023-07-14 08:25:13,500 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.932, mIoU: 0.587
2023-07-14 08:25:13,636 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.932, mIoU: 0.587
2023-07-14 08:25:13,771 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.932, mIoU: 0.587
2023-07-14 08:25:13,902 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.932, mIoU: 0.589
2023-07-14 08:25:14,034 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.932, mIoU: 0.589
2023-07-14 08:25:14,166 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.932, mIoU: 0.589
2023-07-14 08:25:14,300 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.932, mIoU: 0.589
2023-07-14 08:25:14,435 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.932, mIoU: 0.589
2023-07-14 08:25:14,564 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.932, mIoU: 0.590
2023-07-14 08:25:14,699 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.932, mIoU: 0.590
2023-07-14 08:25:14,834 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.932, mIoU: 0.590
2023-07-14 08:25:14,965 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.932, mIoU: 0.590
2023-07-14 08:25:15,100 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.932, mIoU: 0.590
2023-07-14 08:25:15,236 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.932, mIoU: 0.590
2023-07-14 08:25:15,366 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.932, mIoU: 0.590
2023-07-14 08:25:15,501 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.933, mIoU: 0.591
2023-07-14 08:25:15,636 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.932, mIoU: 0.590
2023-07-14 08:25:15,767 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.932, mIoU: 0.590
2023-07-14 08:25:15,903 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.932, mIoU: 0.590
2023-07-14 08:25:16,038 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.932, mIoU: 0.590
2023-07-14 08:25:16,171 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.933, mIoU: 0.590
2023-07-14 08:25:16,306 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.933, mIoU: 0.590
2023-07-14 08:25:16,442 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.933, mIoU: 0.590
2023-07-14 08:25:16,572 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.933, mIoU: 0.590
2023-07-14 08:25:16,707 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.933, mIoU: 0.591
2023-07-14 08:25:16,842 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.933, mIoU: 0.591
2023-07-14 08:25:16,974 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.933, mIoU: 0.591
2023-07-14 08:25:17,108 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.933, mIoU: 0.591
2023-07-14 08:25:17,244 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.933, mIoU: 0.591
2023-07-14 08:25:17,377 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.933, mIoU: 0.591
2023-07-14 08:25:17,510 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.933, mIoU: 0.591
2023-07-14 08:25:17,645 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.933, mIoU: 0.591
2023-07-14 08:25:17,779 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.933, mIoU: 0.591
2023-07-14 08:25:17,911 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.933, mIoU: 0.591
2023-07-14 08:25:18,043 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.933, mIoU: 0.591
2023-07-14 08:25:18,178 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.933, mIoU: 0.591
2023-07-14 08:25:18,314 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.933, mIoU: 0.591
2023-07-14 08:25:18,446 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.933, mIoU: 0.591
2023-07-14 08:25:18,581 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.933, mIoU: 0.591
2023-07-14 08:25:18,717 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.933, mIoU: 0.592
2023-07-14 08:25:18,850 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.933, mIoU: 0.592
2023-07-14 08:25:18,984 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.933, mIoU: 0.592
2023-07-14 08:25:19,119 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.933, mIoU: 0.592
2023-07-14 08:25:19,252 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.933, mIoU: 0.592
2023-07-14 08:25:19,384 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.933, mIoU: 0.592
2023-07-14 08:25:19,517 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.934, mIoU: 0.592
2023-07-14 08:25:19,648 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.934, mIoU: 0.592
2023-07-14 08:25:19,783 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.934, mIoU: 0.592
2023-07-14 08:25:19,917 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.934, mIoU: 0.592
2023-07-14 08:25:56,999 semantic_segmentation INFO: Iters: 19210/50000 || Lr: 0.012928 || Task Loss: 0.5699 || KD Loss: 0.2304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 7:01:53
2023-07-14 08:26:33,720 semantic_segmentation INFO: Iters: 19220/50000 || Lr: 0.012924 || Task Loss: 0.4084 || KD Loss: 0.1524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:22:16 || Estimated Time: 1 day, 7:01:18
2023-07-14 08:27:10,697 semantic_segmentation INFO: Iters: 19230/50000 || Lr: 0.012921 || Task Loss: 0.4958 || KD Loss: 0.2008|| 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: 19:22:53 || Estimated Time: 1 day, 7:00:43
2023-07-14 08:27:47,371 semantic_segmentation INFO: Iters: 19240/50000 || Lr: 0.012917 || Task Loss: 0.3871 || KD Loss: 0.1822|| 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: 19:23:30 || Estimated Time: 1 day, 7:00:07
2023-07-14 08:28:24,322 semantic_segmentation INFO: Iters: 19250/50000 || Lr: 0.012913 || Task Loss: 0.3189 || KD Loss: 0.1490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:24:07 || Estimated Time: 1 day, 6:59:32
2023-07-14 08:29:01,136 semantic_segmentation INFO: Iters: 19260/50000 || Lr: 0.012909 || Task Loss: 0.3194 || KD Loss: 0.1295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:24:44 || Estimated Time: 1 day, 6:58:56
2023-07-14 08:29:38,270 semantic_segmentation INFO: Iters: 19270/50000 || Lr: 0.012906 || Task Loss: 0.2854 || KD Loss: 0.1142|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 6:58:21
2023-07-14 08:30:15,019 semantic_segmentation INFO: Iters: 19280/50000 || Lr: 0.012902 || Task Loss: 0.3623 || KD Loss: 0.1595|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:25:58 || Estimated Time: 1 day, 6:57:46
2023-07-14 08:30:51,881 semantic_segmentation INFO: Iters: 19290/50000 || Lr: 0.012898 || Task Loss: 0.5636 || KD Loss: 0.2527|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:26:34 || Estimated Time: 1 day, 6:57:10
2023-07-14 08:31:28,681 semantic_segmentation INFO: Iters: 19300/50000 || Lr: 0.012894 || Task Loss: 0.3479 || KD Loss: 0.1265|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1219|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:27:11 || Estimated Time: 1 day, 6:56:35
2023-07-14 08:32:05,334 semantic_segmentation INFO: Iters: 19310/50000 || Lr: 0.012890 || Task Loss: 0.4373 || KD Loss: 0.1770|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:27:48 || Estimated Time: 1 day, 6:55:59
2023-07-14 08:32:42,249 semantic_segmentation INFO: Iters: 19320/50000 || Lr: 0.012887 || Task Loss: 0.4653 || KD Loss: 0.1986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:28:25 || Estimated Time: 1 day, 6:55:24
2023-07-14 08:33:18,943 semantic_segmentation INFO: Iters: 19330/50000 || Lr: 0.012883 || Task Loss: 0.3112 || KD Loss: 0.1224|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:29:01 || Estimated Time: 1 day, 6:54:48
2023-07-14 08:33:55,814 semantic_segmentation INFO: Iters: 19340/50000 || Lr: 0.012879 || Task Loss: 0.3558 || KD Loss: 0.1508|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:29:38 || Estimated Time: 1 day, 6:54:13
2023-07-14 08:34:32,595 semantic_segmentation INFO: Iters: 19350/50000 || Lr: 0.012875 || Task Loss: 0.2980 || KD Loss: 0.1149|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:30:15 || Estimated Time: 1 day, 6:53:38
2023-07-14 08:35:09,517 semantic_segmentation INFO: Iters: 19360/50000 || Lr: 0.012872 || Task Loss: 0.3256 || KD Loss: 0.1262|| 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: 19:30:52 || Estimated Time: 1 day, 6:53:02
2023-07-14 08:35:46,394 semantic_segmentation INFO: Iters: 19370/50000 || Lr: 0.012868 || Task Loss: 0.3540 || KD Loss: 0.1819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1212|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:31:29 || Estimated Time: 1 day, 6:52:27
2023-07-14 08:36:23,455 semantic_segmentation INFO: Iters: 19380/50000 || Lr: 0.012864 || Task Loss: 0.2910 || KD Loss: 0.1141|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1276|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:32:06 || Estimated Time: 1 day, 6:51:52
2023-07-14 08:37:00,111 semantic_segmentation INFO: Iters: 19390/50000 || Lr: 0.012860 || Task Loss: 0.3624 || KD Loss: 0.1512|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:32:43 || Estimated Time: 1 day, 6:51:16
2023-07-14 08:37:36,839 semantic_segmentation INFO: Iters: 19400/50000 || Lr: 0.012856 || Task Loss: 0.4571 || KD Loss: 0.1831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:33:19 || Estimated Time: 1 day, 6:50:41
2023-07-14 08:38:14,009 semantic_segmentation INFO: Iters: 19410/50000 || Lr: 0.012853 || Task Loss: 0.2992 || KD Loss: 0.1352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:33:57 || Estimated Time: 1 day, 6:50:06
2023-07-14 08:38:51,367 semantic_segmentation INFO: Iters: 19420/50000 || Lr: 0.012849 || Task Loss: 0.2984 || KD Loss: 0.1255|| 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: 19:34:34 || Estimated Time: 1 day, 6:49:31
2023-07-14 08:39:28,151 semantic_segmentation INFO: Iters: 19430/50000 || Lr: 0.012845 || Task Loss: 0.3472 || KD Loss: 0.1432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:35:11 || Estimated Time: 1 day, 6:48:55
2023-07-14 08:40:04,991 semantic_segmentation INFO: Iters: 19440/50000 || Lr: 0.012841 || Task Loss: 0.2612 || KD Loss: 0.1003|| 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: 19:35:47 || Estimated Time: 1 day, 6:48:20
2023-07-14 08:40:42,011 semantic_segmentation INFO: Iters: 19450/50000 || Lr: 0.012837 || Task Loss: 0.3068 || KD Loss: 0.1184|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:36:25 || Estimated Time: 1 day, 6:47:45
2023-07-14 08:41:18,959 semantic_segmentation INFO: Iters: 19460/50000 || Lr: 0.012834 || Task Loss: 0.4997 || KD Loss: 0.2097|| 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: 19:37:01 || Estimated Time: 1 day, 6:47:10
2023-07-14 08:41:55,842 semantic_segmentation INFO: Iters: 19470/50000 || Lr: 0.012830 || Task Loss: 0.3093 || KD Loss: 0.1141|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:37:38 || Estimated Time: 1 day, 6:46:34
2023-07-14 08:42:32,716 semantic_segmentation INFO: Iters: 19480/50000 || Lr: 0.012826 || Task Loss: 0.3795 || KD Loss: 0.1690|| 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: 19:38:15 || Estimated Time: 1 day, 6:45:59
2023-07-14 08:43:09,440 semantic_segmentation INFO: Iters: 19490/50000 || Lr: 0.012822 || Task Loss: 0.2981 || KD Loss: 0.1122|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:38:52 || Estimated Time: 1 day, 6:45:23
2023-07-14 08:43:46,418 semantic_segmentation INFO: Iters: 19500/50000 || Lr: 0.012819 || Task Loss: 0.3514 || KD Loss: 0.2291|| 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: 19:39:29 || Estimated Time: 1 day, 6:44:48
2023-07-14 08:44:23,390 semantic_segmentation INFO: Iters: 19510/50000 || Lr: 0.012815 || Task Loss: 0.3796 || KD Loss: 0.1755|| 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: 19:40:06 || Estimated Time: 1 day, 6:44:13
2023-07-14 08:45:00,540 semantic_segmentation INFO: Iters: 19520/50000 || Lr: 0.012811 || Task Loss: 0.2618 || KD Loss: 0.1048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:40:43 || Estimated Time: 1 day, 6:43:38
2023-07-14 08:45:37,346 semantic_segmentation INFO: Iters: 19530/50000 || Lr: 0.012807 || Task Loss: 0.3191 || KD Loss: 0.1153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:41:20 || Estimated Time: 1 day, 6:43:02
2023-07-14 08:46:14,463 semantic_segmentation INFO: Iters: 19540/50000 || Lr: 0.012803 || Task Loss: 0.4723 || KD Loss: 0.2271|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 6:42:27
2023-07-14 08:46:51,247 semantic_segmentation INFO: Iters: 19550/50000 || Lr: 0.012800 || Task Loss: 0.3329 || KD Loss: 0.1365|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:42:34 || Estimated Time: 1 day, 6:41:52
2023-07-14 08:47:28,212 semantic_segmentation INFO: Iters: 19560/50000 || Lr: 0.012796 || Task Loss: 0.4723 || KD Loss: 0.3011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:43:11 || Estimated Time: 1 day, 6:41:17
2023-07-14 08:48:05,022 semantic_segmentation INFO: Iters: 19570/50000 || Lr: 0.012792 || Task Loss: 0.4239 || KD Loss: 0.1602|| 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: 19:43:48 || Estimated Time: 1 day, 6:40:41
2023-07-14 08:48:42,150 semantic_segmentation INFO: Iters: 19580/50000 || Lr: 0.012788 || Task Loss: 0.3382 || KD Loss: 0.1391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:44:25 || Estimated Time: 1 day, 6:40:06
2023-07-14 08:49:19,105 semantic_segmentation INFO: Iters: 19590/50000 || Lr: 0.012785 || Task Loss: 0.3251 || KD Loss: 0.1248|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:45:02 || Estimated Time: 1 day, 6:39:31
2023-07-14 08:49:56,179 semantic_segmentation INFO: Iters: 19600/50000 || Lr: 0.012781 || Task Loss: 0.3980 || KD Loss: 0.1674|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:45:39 || Estimated Time: 1 day, 6:38:56
2023-07-14 08:50:32,928 semantic_segmentation INFO: Iters: 19610/50000 || Lr: 0.012777 || Task Loss: 0.4461 || KD Loss: 0.1944|| 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: 19:46:15 || Estimated Time: 1 day, 6:38:20
2023-07-14 08:51:10,092 semantic_segmentation INFO: Iters: 19620/50000 || Lr: 0.012773 || Task Loss: 0.3485 || KD Loss: 0.1345|| 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: 19:46:53 || Estimated Time: 1 day, 6:37:45
2023-07-14 08:51:46,857 semantic_segmentation INFO: Iters: 19630/50000 || Lr: 0.012769 || Task Loss: 0.3861 || KD Loss: 0.1486|| 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: 19:47:29 || Estimated Time: 1 day, 6:37:10
2023-07-14 08:52:23,582 semantic_segmentation INFO: Iters: 19640/50000 || Lr: 0.012766 || Task Loss: 0.4283 || KD Loss: 0.1708|| 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: 19:48:06 || Estimated Time: 1 day, 6:36:34
2023-07-14 08:53:00,548 semantic_segmentation INFO: Iters: 19650/50000 || Lr: 0.012762 || Task Loss: 0.4266 || KD Loss: 0.1517|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:48:43 || Estimated Time: 1 day, 6:35:59
2023-07-14 08:53:37,824 semantic_segmentation INFO: Iters: 19660/50000 || Lr: 0.012758 || Task Loss: 0.3024 || KD Loss: 0.1292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:49:20 || Estimated Time: 1 day, 6:35:24
2023-07-14 08:54:14,735 semantic_segmentation INFO: Iters: 19670/50000 || Lr: 0.012754 || Task Loss: 0.3626 || KD Loss: 0.2053|| 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: 19:49:57 || Estimated Time: 1 day, 6:34:49
2023-07-14 08:54:52,195 semantic_segmentation INFO: Iters: 19680/50000 || Lr: 0.012750 || Task Loss: 0.3105 || KD Loss: 0.1217|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:50:35 || Estimated Time: 1 day, 6:34:14
2023-07-14 08:55:28,875 semantic_segmentation INFO: Iters: 19690/50000 || Lr: 0.012747 || Task Loss: 0.3211 || KD Loss: 0.2120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1237|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:51:11 || Estimated Time: 1 day, 6:33:38
2023-07-14 08:56:05,763 semantic_segmentation INFO: Iters: 19700/50000 || Lr: 0.012743 || Task Loss: 0.3023 || KD Loss: 0.1307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:51:48 || Estimated Time: 1 day, 6:33:03
2023-07-14 08:56:41,899 semantic_segmentation INFO: Iters: 19710/50000 || Lr: 0.012739 || Task Loss: 0.3172 || KD Loss: 0.1291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:52:24 || Estimated Time: 1 day, 6:32:27
2023-07-14 08:57:18,892 semantic_segmentation INFO: Iters: 19720/50000 || Lr: 0.012735 || Task Loss: 0.4265 || KD Loss: 0.1982|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:53:01 || Estimated Time: 1 day, 6:31:51
2023-07-14 08:57:55,815 semantic_segmentation INFO: Iters: 19730/50000 || Lr: 0.012732 || Task Loss: 0.3387 || KD Loss: 0.1419|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1233|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:53:38 || Estimated Time: 1 day, 6:31:16
2023-07-14 08:58:32,751 semantic_segmentation INFO: Iters: 19740/50000 || Lr: 0.012728 || Task Loss: 0.4192 || KD Loss: 0.1889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:54:15 || Estimated Time: 1 day, 6:30:41
2023-07-14 08:59:08,905 semantic_segmentation INFO: Iters: 19750/50000 || Lr: 0.012724 || Task Loss: 0.3854 || KD Loss: 0.1537|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:54:51 || Estimated Time: 1 day, 6:30:04
2023-07-14 08:59:45,707 semantic_segmentation INFO: Iters: 19760/50000 || Lr: 0.012720 || Task Loss: 0.3694 || KD Loss: 0.1362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:55:28 || Estimated Time: 1 day, 6:29:29
2023-07-14 09:00:22,026 semantic_segmentation INFO: Iters: 19770/50000 || Lr: 0.012716 || Task Loss: 0.2824 || KD Loss: 0.0988|| 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: 19:56:05 || Estimated Time: 1 day, 6:28:52
2023-07-14 09:00:58,137 semantic_segmentation INFO: Iters: 19780/50000 || Lr: 0.012713 || Task Loss: 0.3435 || KD Loss: 0.1298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:56:41 || Estimated Time: 1 day, 6:28:16
2023-07-14 09:01:34,353 semantic_segmentation INFO: Iters: 19790/50000 || Lr: 0.012709 || Task Loss: 0.3302 || KD Loss: 0.1449|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:57:17 || Estimated Time: 1 day, 6:27:39
2023-07-14 09:02:10,727 semantic_segmentation INFO: Iters: 19800/50000 || Lr: 0.012705 || Task Loss: 0.2860 || KD Loss: 0.1108|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:57:53 || Estimated Time: 1 day, 6:27:03
2023-07-14 09:02:46,885 semantic_segmentation INFO: Iters: 19810/50000 || Lr: 0.012701 || Task Loss: 0.5383 || KD Loss: 0.2397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 19:58:29 || Estimated Time: 1 day, 6:26:27
2023-07-14 09:03:23,163 semantic_segmentation INFO: Iters: 19820/50000 || Lr: 0.012697 || Task Loss: 0.2394 || KD Loss: 0.0778|| 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: 19:59:06 || Estimated Time: 1 day, 6:25:50
2023-07-14 09:03:59,128 semantic_segmentation INFO: Iters: 19830/50000 || Lr: 0.012694 || Task Loss: 0.2560 || KD Loss: 0.1007|| 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: 19:59:42 || Estimated Time: 1 day, 6:25:14
2023-07-14 09:04:34,946 semantic_segmentation INFO: Iters: 19840/50000 || Lr: 0.012690 || Task Loss: 0.4026 || KD Loss: 0.1550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:00:17 || Estimated Time: 1 day, 6:24:36
2023-07-14 09:05:10,971 semantic_segmentation INFO: Iters: 19850/50000 || Lr: 0.012686 || Task Loss: 0.4038 || KD Loss: 0.2441|| 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: 20:00:53 || Estimated Time: 1 day, 6:24:00
2023-07-14 09:05:46,571 semantic_segmentation INFO: Iters: 19860/50000 || Lr: 0.012682 || Task Loss: 0.2675 || KD Loss: 0.1103|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 6:23:22
2023-07-14 09:06:22,730 semantic_segmentation INFO: Iters: 19870/50000 || Lr: 0.012679 || Task Loss: 0.6330 || KD Loss: 0.3313|| 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: 20:02:05 || Estimated Time: 1 day, 6:22:46
2023-07-14 09:06:58,396 semantic_segmentation INFO: Iters: 19880/50000 || Lr: 0.012675 || Task Loss: 0.3200 || KD Loss: 0.1265|| 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: 20:02:41 || Estimated Time: 1 day, 6:22:09
2023-07-14 09:07:34,380 semantic_segmentation INFO: Iters: 19890/50000 || Lr: 0.012671 || Task Loss: 0.2898 || KD Loss: 0.1135|| 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: 20:03:17 || Estimated Time: 1 day, 6:21:32
2023-07-14 09:08:10,565 semantic_segmentation INFO: Iters: 19900/50000 || Lr: 0.012667 || Task Loss: 0.4383 || KD Loss: 0.1744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:03:53 || Estimated Time: 1 day, 6:20:55
2023-07-14 09:08:46,638 semantic_segmentation INFO: Iters: 19910/50000 || Lr: 0.012663 || Task Loss: 0.4174 || KD Loss: 0.1663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:04:29 || Estimated Time: 1 day, 6:20:19
2023-07-14 09:09:22,657 semantic_segmentation INFO: Iters: 19920/50000 || Lr: 0.012660 || Task Loss: 0.3883 || KD Loss: 0.1275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:05:05 || Estimated Time: 1 day, 6:19:42
2023-07-14 09:09:58,703 semantic_segmentation INFO: Iters: 19930/50000 || Lr: 0.012656 || Task Loss: 0.3951 || KD Loss: 0.1350|| 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: 20:05:41 || Estimated Time: 1 day, 6:19:05
2023-07-14 09:10:34,626 semantic_segmentation INFO: Iters: 19940/50000 || Lr: 0.012652 || Task Loss: 0.2808 || KD Loss: 0.1160|| 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: 20:06:17 || Estimated Time: 1 day, 6:18:29
2023-07-14 09:11:10,381 semantic_segmentation INFO: Iters: 19950/50000 || Lr: 0.012648 || Task Loss: 0.4418 || KD Loss: 0.1572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:06:53 || Estimated Time: 1 day, 6:17:51
2023-07-14 09:11:46,076 semantic_segmentation INFO: Iters: 19960/50000 || Lr: 0.012644 || Task Loss: 0.4496 || KD Loss: 0.2131|| 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: 20:07:29 || Estimated Time: 1 day, 6:17:14
2023-07-14 09:12:21,950 semantic_segmentation INFO: Iters: 19970/50000 || Lr: 0.012641 || Task Loss: 0.2982 || KD Loss: 0.1021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:08:04 || Estimated Time: 1 day, 6:16:37
2023-07-14 09:12:57,881 semantic_segmentation INFO: Iters: 19980/50000 || Lr: 0.012637 || Task Loss: 0.3472 || KD Loss: 0.1349|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:08:40 || Estimated Time: 1 day, 6:16:00
2023-07-14 09:13:33,965 semantic_segmentation INFO: Iters: 19990/50000 || Lr: 0.012633 || Task Loss: 0.3587 || KD Loss: 0.1416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:09:16 || Estimated Time: 1 day, 6:15:24
2023-07-14 09:14:10,022 semantic_segmentation INFO: Iters: 20000/50000 || Lr: 0.012629 || Task Loss: 0.5616 || KD Loss: 0.2587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:09:53 || Estimated Time: 1 day, 6:14:47
2023-07-14 09:14:10,091 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 09:14:10,740 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.914, mIoU: 0.335
2023-07-14 09:14:10,874 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.941, mIoU: 0.421
2023-07-14 09:14:11,006 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.946, mIoU: 0.440
2023-07-14 09:14:11,135 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.945, mIoU: 0.460
2023-07-14 09:14:11,266 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.941, mIoU: 0.446
2023-07-14 09:14:11,397 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.931, mIoU: 0.445
2023-07-14 09:14:11,527 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.929, mIoU: 0.439
2023-07-14 09:14:11,656 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.930, mIoU: 0.452
2023-07-14 09:14:11,789 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.930, mIoU: 0.462
2023-07-14 09:14:11,918 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.927, mIoU: 0.486
2023-07-14 09:14:12,047 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.923, mIoU: 0.483
2023-07-14 09:14:12,175 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.920, mIoU: 0.519
2023-07-14 09:14:12,309 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.921, mIoU: 0.529
2023-07-14 09:14:12,440 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.919, mIoU: 0.514
2023-07-14 09:14:12,566 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.916, mIoU: 0.518
2023-07-14 09:14:12,698 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.916, mIoU: 0.516
2023-07-14 09:14:12,833 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.914, mIoU: 0.511
2023-07-14 09:14:12,963 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.915, mIoU: 0.511
2023-07-14 09:14:13,097 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.915, mIoU: 0.520
2023-07-14 09:14:13,232 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.917, mIoU: 0.528
2023-07-14 09:14:13,362 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.919, mIoU: 0.530
2023-07-14 09:14:13,492 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.916, mIoU: 0.542
2023-07-14 09:14:13,624 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.916, mIoU: 0.541
2023-07-14 09:14:13,755 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.915, mIoU: 0.547
2023-07-14 09:14:13,886 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.912, mIoU: 0.556
2023-07-14 09:14:14,013 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.913, mIoU: 0.559
2023-07-14 09:14:14,146 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.913, mIoU: 0.556
2023-07-14 09:14:14,280 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.912, mIoU: 0.553
2023-07-14 09:14:14,407 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.913, mIoU: 0.558
2023-07-14 09:14:14,537 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.911, mIoU: 0.552
2023-07-14 09:14:14,668 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.912, mIoU: 0.552
2023-07-14 09:14:14,797 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.912, mIoU: 0.552
2023-07-14 09:14:14,928 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.914, mIoU: 0.555
2023-07-14 09:14:15,061 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.914, mIoU: 0.554
2023-07-14 09:14:15,191 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.914, mIoU: 0.557
2023-07-14 09:14:15,319 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.915, mIoU: 0.557
2023-07-14 09:14:15,444 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.915, mIoU: 0.554
2023-07-14 09:14:15,575 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.913, mIoU: 0.551
2023-07-14 09:14:15,709 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.912, mIoU: 0.545
2023-07-14 09:14:15,838 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.913, mIoU: 0.547
2023-07-14 09:14:15,967 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.913, mIoU: 0.546
2023-07-14 09:14:16,096 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.914, mIoU: 0.546
2023-07-14 09:14:16,223 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.915, mIoU: 0.547
2023-07-14 09:14:16,351 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.915, mIoU: 0.547
2023-07-14 09:14:16,484 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.916, mIoU: 0.546
2023-07-14 09:14:16,615 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.916, mIoU: 0.544
2023-07-14 09:14:16,746 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.917, mIoU: 0.544
2023-07-14 09:14:16,873 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.918, mIoU: 0.544
2023-07-14 09:14:17,005 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.918, mIoU: 0.550
2023-07-14 09:14:17,138 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.918, mIoU: 0.550
2023-07-14 09:14:17,268 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.917, mIoU: 0.549
2023-07-14 09:14:17,396 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.916, mIoU: 0.550
2023-07-14 09:14:17,526 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.915, mIoU: 0.544
2023-07-14 09:14:17,654 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.912, mIoU: 0.536
2023-07-14 09:14:17,783 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.910, mIoU: 0.532
2023-07-14 09:14:17,911 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.909, mIoU: 0.531
2023-07-14 09:14:18,043 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.909, mIoU: 0.531
2023-07-14 09:14:18,176 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.909, mIoU: 0.535
2023-07-14 09:14:18,304 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.909, mIoU: 0.540
2023-07-14 09:14:18,435 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.910, mIoU: 0.539
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2023-07-14 09:15:10,848 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.923, mIoU: 0.561
2023-07-14 09:15:10,980 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.923, mIoU: 0.561
2023-07-14 09:15:11,106 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.923, mIoU: 0.562
2023-07-14 09:15:11,236 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.923, mIoU: 0.562
2023-07-14 09:15:11,370 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.923, mIoU: 0.562
2023-07-14 09:15:11,502 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.923, mIoU: 0.562
2023-07-14 09:15:11,633 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.923, mIoU: 0.562
2023-07-14 09:15:11,760 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.923, mIoU: 0.562
2023-07-14 09:15:11,893 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.923, mIoU: 0.563
2023-07-14 09:15:12,026 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.923, mIoU: 0.563
2023-07-14 09:15:12,155 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.923, mIoU: 0.562
2023-07-14 09:15:12,286 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.923, mIoU: 0.562
2023-07-14 09:15:12,418 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.923, mIoU: 0.562
2023-07-14 09:15:12,548 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.923, mIoU: 0.563
2023-07-14 09:15:12,678 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.923, mIoU: 0.562
2023-07-14 09:15:12,813 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.923, mIoU: 0.562
2023-07-14 09:15:12,943 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.923, mIoU: 0.563
2023-07-14 09:15:13,071 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.923, mIoU: 0.563
2023-07-14 09:15:13,199 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.924, mIoU: 0.563
2023-07-14 09:15:13,332 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.924, mIoU: 0.563
2023-07-14 09:15:13,465 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.924, mIoU: 0.563
2023-07-14 09:15:13,592 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.924, mIoU: 0.563
2023-07-14 09:15:13,724 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.924, mIoU: 0.563
2023-07-14 09:15:13,861 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.924, mIoU: 0.563
2023-07-14 09:15:13,992 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.924, mIoU: 0.563
2023-07-14 09:15:14,122 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.924, mIoU: 0.563
2023-07-14 09:15:14,255 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.924, mIoU: 0.563
2023-07-14 09:15:14,385 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.924, mIoU: 0.563
2023-07-14 09:15:14,514 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.924, mIoU: 0.563
2023-07-14 09:15:14,645 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.924, mIoU: 0.563
2023-07-14 09:15:14,777 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.924, mIoU: 0.563
2023-07-14 09:15:14,908 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.924, mIoU: 0.563
2023-07-14 09:15:15,036 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.924, mIoU: 0.563
2023-07-14 09:15:15,168 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.924, mIoU: 0.564
2023-07-14 09:15:15,302 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.924, mIoU: 0.564
2023-07-14 09:15:15,430 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.924, mIoU: 0.564
2023-07-14 09:15:15,564 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.924, mIoU: 0.564
2023-07-14 09:15:15,699 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.924, mIoU: 0.564
2023-07-14 09:15:15,830 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.924, mIoU: 0.565
2023-07-14 09:15:15,962 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.924, mIoU: 0.565
2023-07-14 09:15:16,097 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.924, mIoU: 0.565
2023-07-14 09:15:16,228 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.924, mIoU: 0.565
2023-07-14 09:15:16,358 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.924, mIoU: 0.565
2023-07-14 09:15:52,348 semantic_segmentation INFO: Iters: 20010/50000 || Lr: 0.012626 || Task Loss: 0.3250 || KD Loss: 0.1819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:11:35 || Estimated Time: 1 day, 6:15:50
2023-07-14 09:16:28,134 semantic_segmentation INFO: Iters: 20020/50000 || Lr: 0.012622 || Task Loss: 0.2732 || KD Loss: 0.0977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:12:11 || Estimated Time: 1 day, 6:15:13
2023-07-14 09:17:04,091 semantic_segmentation INFO: Iters: 20030/50000 || Lr: 0.012618 || Task Loss: 0.3270 || KD Loss: 0.2130|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:12:47 || Estimated Time: 1 day, 6:14:36
2023-07-14 09:17:40,065 semantic_segmentation INFO: Iters: 20040/50000 || Lr: 0.012614 || Task Loss: 0.4798 || KD Loss: 0.1827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:13:23 || Estimated Time: 1 day, 6:13:59
2023-07-14 09:18:16,013 semantic_segmentation INFO: Iters: 20050/50000 || Lr: 0.012610 || Task Loss: 0.3671 || KD Loss: 0.1585|| 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: 20:13:59 || Estimated Time: 1 day, 6:13:22
2023-07-14 09:18:51,381 semantic_segmentation INFO: Iters: 20060/50000 || Lr: 0.012607 || Task Loss: 0.3116 || KD Loss: 0.1444|| 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: 20:14:34 || Estimated Time: 1 day, 6:12:44
2023-07-14 09:19:27,071 semantic_segmentation INFO: Iters: 20070/50000 || Lr: 0.012603 || Task Loss: 0.3783 || KD Loss: 0.1537|| 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: 20:15:10 || Estimated Time: 1 day, 6:12:07
2023-07-14 09:20:02,758 semantic_segmentation INFO: Iters: 20080/50000 || Lr: 0.012599 || Task Loss: 0.4143 || KD Loss: 0.1544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:15:45 || Estimated Time: 1 day, 6:11:30
2023-07-14 09:20:38,459 semantic_segmentation INFO: Iters: 20090/50000 || Lr: 0.012595 || Task Loss: 0.2046 || KD Loss: 0.0900|| 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: 20:16:21 || Estimated Time: 1 day, 6:10:52
2023-07-14 09:21:14,540 semantic_segmentation INFO: Iters: 20100/50000 || Lr: 0.012591 || Task Loss: 0.4542 || KD Loss: 0.1897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:16:57 || Estimated Time: 1 day, 6:10:16
2023-07-14 09:21:50,218 semantic_segmentation INFO: Iters: 20110/50000 || Lr: 0.012588 || Task Loss: 0.3554 || KD Loss: 0.1430|| 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: 20:17:33 || Estimated Time: 1 day, 6:09:39
2023-07-14 09:22:26,158 semantic_segmentation INFO: Iters: 20120/50000 || Lr: 0.012584 || Task Loss: 0.3022 || KD Loss: 0.1251|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:18:09 || Estimated Time: 1 day, 6:09:02
2023-07-14 09:23:01,767 semantic_segmentation INFO: Iters: 20130/50000 || Lr: 0.012580 || Task Loss: 0.3771 || KD Loss: 0.1327|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:18:44 || Estimated Time: 1 day, 6:08:24
2023-07-14 09:23:36,905 semantic_segmentation INFO: Iters: 20140/50000 || Lr: 0.012576 || Task Loss: 0.2875 || KD Loss: 0.1063|| 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: 20:19:19 || Estimated Time: 1 day, 6:07:46
2023-07-14 09:24:12,655 semantic_segmentation INFO: Iters: 20150/50000 || Lr: 0.012572 || Task Loss: 0.3069 || KD Loss: 0.1127|| 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: 20:19:55 || Estimated Time: 1 day, 6:07:09
2023-07-14 09:24:48,269 semantic_segmentation INFO: Iters: 20160/50000 || Lr: 0.012569 || Task Loss: 0.5066 || KD Loss: 0.2043|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:20:31 || Estimated Time: 1 day, 6:06:32
2023-07-14 09:25:23,389 semantic_segmentation INFO: Iters: 20170/50000 || Lr: 0.012565 || Task Loss: 0.5940 || KD Loss: 0.2499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:21:06 || Estimated Time: 1 day, 6:05:53
2023-07-14 09:25:59,007 semantic_segmentation INFO: Iters: 20180/50000 || Lr: 0.012561 || Task Loss: 0.4394 || KD Loss: 0.1813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:21:42 || Estimated Time: 1 day, 6:05:16
2023-07-14 09:26:34,421 semantic_segmentation INFO: Iters: 20190/50000 || Lr: 0.012557 || Task Loss: 0.4120 || KD Loss: 0.1861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:22:17 || Estimated Time: 1 day, 6:04:38
2023-07-14 09:27:09,419 semantic_segmentation INFO: Iters: 20200/50000 || Lr: 0.012553 || Task Loss: 0.3094 || KD Loss: 0.1105|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 6:04:00
2023-07-14 09:27:44,569 semantic_segmentation INFO: Iters: 20210/50000 || Lr: 0.012550 || Task Loss: 0.3292 || KD Loss: 0.1013|| 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: 20:23:27 || Estimated Time: 1 day, 6:03:22
2023-07-14 09:28:20,587 semantic_segmentation INFO: Iters: 20220/50000 || Lr: 0.012546 || Task Loss: 0.4271 || KD Loss: 0.1398|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:24:03 || Estimated Time: 1 day, 6:02:45
2023-07-14 09:28:56,016 semantic_segmentation INFO: Iters: 20230/50000 || Lr: 0.012542 || Task Loss: 0.2905 || KD Loss: 0.1108|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:24:39 || Estimated Time: 1 day, 6:02:08
2023-07-14 09:29:31,419 semantic_segmentation INFO: Iters: 20240/50000 || Lr: 0.012538 || Task Loss: 0.4046 || KD Loss: 0.1803|| 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: 20:25:14 || Estimated Time: 1 day, 6:01:30
2023-07-14 09:30:07,514 semantic_segmentation INFO: Iters: 20250/50000 || Lr: 0.012535 || Task Loss: 0.4279 || KD Loss: 0.1912|| 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: 20:25:50 || Estimated Time: 1 day, 6:00:53
2023-07-14 09:30:43,454 semantic_segmentation INFO: Iters: 20260/50000 || Lr: 0.012531 || Task Loss: 0.3877 || KD Loss: 0.1083|| 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: 20:26:26 || Estimated Time: 1 day, 6:00:17
2023-07-14 09:31:18,695 semantic_segmentation INFO: Iters: 20270/50000 || Lr: 0.012527 || Task Loss: 0.3171 || KD Loss: 0.1257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:27:01 || Estimated Time: 1 day, 5:59:39
2023-07-14 09:31:54,285 semantic_segmentation INFO: Iters: 20280/50000 || Lr: 0.012523 || Task Loss: 0.3103 || KD Loss: 0.1397|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:27:37 || Estimated Time: 1 day, 5:59:01
2023-07-14 09:32:29,340 semantic_segmentation INFO: Iters: 20290/50000 || Lr: 0.012519 || Task Loss: 0.4613 || KD Loss: 0.2142|| 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: 20:28:12 || Estimated Time: 1 day, 5:58:23
2023-07-14 09:33:04,526 semantic_segmentation INFO: Iters: 20300/50000 || Lr: 0.012516 || Task Loss: 0.5084 || KD Loss: 0.2076|| 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: 20:28:47 || Estimated Time: 1 day, 5:57:45
2023-07-14 09:33:39,900 semantic_segmentation INFO: Iters: 20310/50000 || Lr: 0.012512 || Task Loss: 0.2830 || KD Loss: 0.1211|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:29:22 || Estimated Time: 1 day, 5:57:07
2023-07-14 09:34:14,951 semantic_segmentation INFO: Iters: 20320/50000 || Lr: 0.012508 || Task Loss: 0.3485 || KD Loss: 0.1285|| 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: 20:29:57 || Estimated Time: 1 day, 5:56:29
2023-07-14 09:34:49,986 semantic_segmentation INFO: Iters: 20330/50000 || Lr: 0.012504 || Task Loss: 0.3338 || KD Loss: 0.1307|| 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: 20:30:32 || Estimated Time: 1 day, 5:55:51
2023-07-14 09:35:25,161 semantic_segmentation INFO: Iters: 20340/50000 || Lr: 0.012500 || Task Loss: 0.3646 || KD Loss: 0.1963|| 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: 20:31:08 || Estimated Time: 1 day, 5:55:13
2023-07-14 09:36:00,294 semantic_segmentation INFO: Iters: 20350/50000 || Lr: 0.012497 || Task Loss: 0.4081 || KD Loss: 0.1559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:31:43 || Estimated Time: 1 day, 5:54:35
2023-07-14 09:36:35,773 semantic_segmentation INFO: Iters: 20360/50000 || Lr: 0.012493 || Task Loss: 0.5023 || KD Loss: 0.2872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:32:18 || Estimated Time: 1 day, 5:53:57
2023-07-14 09:37:10,949 semantic_segmentation INFO: Iters: 20370/50000 || Lr: 0.012489 || Task Loss: 0.2489 || KD Loss: 0.0964|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:32:53 || Estimated Time: 1 day, 5:53:20
2023-07-14 09:37:45,997 semantic_segmentation INFO: Iters: 20380/50000 || Lr: 0.012485 || Task Loss: 0.3085 || KD Loss: 0.1090|| 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: 20:33:28 || Estimated Time: 1 day, 5:52:41
2023-07-14 09:38:21,021 semantic_segmentation INFO: Iters: 20390/50000 || Lr: 0.012481 || Task Loss: 0.3746 || KD Loss: 0.1852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:34:04 || Estimated Time: 1 day, 5:52:03
2023-07-14 09:38:55,824 semantic_segmentation INFO: Iters: 20400/50000 || Lr: 0.012478 || Task Loss: 0.3442 || KD Loss: 0.1349|| 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: 20:34:38 || Estimated Time: 1 day, 5:51:25
2023-07-14 09:39:30,898 semantic_segmentation INFO: Iters: 20410/50000 || Lr: 0.012474 || Task Loss: 0.3153 || KD Loss: 0.1161|| 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: 20:35:13 || Estimated Time: 1 day, 5:50:47
2023-07-14 09:40:05,832 semantic_segmentation INFO: Iters: 20420/50000 || Lr: 0.012470 || Task Loss: 0.2613 || KD Loss: 0.1369|| 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: 20:35:48 || Estimated Time: 1 day, 5:50:08
2023-07-14 09:40:40,683 semantic_segmentation INFO: Iters: 20430/50000 || Lr: 0.012466 || Task Loss: 0.2233 || KD Loss: 0.0834|| 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: 20:36:23 || Estimated Time: 1 day, 5:49:30
2023-07-14 09:41:15,710 semantic_segmentation INFO: Iters: 20440/50000 || Lr: 0.012462 || Task Loss: 0.3141 || KD Loss: 0.1427|| 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: 20:36:58 || Estimated Time: 1 day, 5:48:52
2023-07-14 09:41:50,674 semantic_segmentation INFO: Iters: 20450/50000 || Lr: 0.012459 || Task Loss: 0.3029 || KD Loss: 0.1071|| 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: 20:37:33 || Estimated Time: 1 day, 5:48:13
2023-07-14 09:42:26,101 semantic_segmentation INFO: Iters: 20460/50000 || Lr: 0.012455 || Task Loss: 0.4563 || KD Loss: 0.1997|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:38:09 || Estimated Time: 1 day, 5:47:36
2023-07-14 09:43:01,108 semantic_segmentation INFO: Iters: 20470/50000 || Lr: 0.012451 || Task Loss: 0.4690 || KD Loss: 0.2628|| 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: 20:38:44 || Estimated Time: 1 day, 5:46:58
2023-07-14 09:43:36,373 semantic_segmentation INFO: Iters: 20480/50000 || Lr: 0.012447 || Task Loss: 0.3848 || KD Loss: 0.1416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:39:19 || Estimated Time: 1 day, 5:46:20
2023-07-14 09:44:11,633 semantic_segmentation INFO: Iters: 20490/50000 || Lr: 0.012443 || Task Loss: 0.3004 || KD Loss: 0.1169|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:39:54 || Estimated Time: 1 day, 5:45:42
2023-07-14 09:44:46,948 semantic_segmentation INFO: Iters: 20500/50000 || Lr: 0.012440 || Task Loss: 0.4867 || KD Loss: 0.2453|| 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: 20:40:29 || Estimated Time: 1 day, 5:45:04
2023-07-14 09:45:22,489 semantic_segmentation INFO: Iters: 20510/50000 || Lr: 0.012436 || Task Loss: 0.3306 || KD Loss: 0.1099|| 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: 20:41:05 || Estimated Time: 1 day, 5:44:27
2023-07-14 09:45:57,764 semantic_segmentation INFO: Iters: 20520/50000 || Lr: 0.012432 || Task Loss: 0.2718 || KD Loss: 0.0851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:41:40 || Estimated Time: 1 day, 5:43:49
2023-07-14 09:46:33,092 semantic_segmentation INFO: Iters: 20530/50000 || Lr: 0.012428 || Task Loss: 0.2969 || KD Loss: 0.1223|| 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: 20:42:16 || Estimated Time: 1 day, 5:43:11
2023-07-14 09:47:08,488 semantic_segmentation INFO: Iters: 20540/50000 || Lr: 0.012425 || Task Loss: 0.3879 || KD Loss: 0.1822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:42:51 || Estimated Time: 1 day, 5:42:34
2023-07-14 09:47:43,749 semantic_segmentation INFO: Iters: 20550/50000 || Lr: 0.012421 || Task Loss: 0.5459 || KD Loss: 0.2505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:43:26 || Estimated Time: 1 day, 5:41:56
2023-07-14 09:48:19,353 semantic_segmentation INFO: Iters: 20560/50000 || Lr: 0.012417 || Task Loss: 0.2172 || KD Loss: 0.0813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:44:02 || Estimated Time: 1 day, 5:41:19
2023-07-14 09:48:54,429 semantic_segmentation INFO: Iters: 20570/50000 || Lr: 0.012413 || Task Loss: 0.3168 || KD Loss: 0.0868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:44:37 || Estimated Time: 1 day, 5:40:41
2023-07-14 09:49:29,446 semantic_segmentation INFO: Iters: 20580/50000 || Lr: 0.012409 || Task Loss: 0.4893 || KD Loss: 0.2192|| 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: 20:45:12 || Estimated Time: 1 day, 5:40:02
2023-07-14 09:50:04,521 semantic_segmentation INFO: Iters: 20590/50000 || Lr: 0.012406 || Task Loss: 0.3273 || KD Loss: 0.1424|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:45:47 || Estimated Time: 1 day, 5:39:24
2023-07-14 09:50:39,344 semantic_segmentation INFO: Iters: 20600/50000 || Lr: 0.012402 || Task Loss: 0.7306 || KD Loss: 0.3687|| 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: 20:46:22 || Estimated Time: 1 day, 5:38:46
2023-07-14 09:51:14,591 semantic_segmentation INFO: Iters: 20610/50000 || Lr: 0.012398 || Task Loss: 0.3162 || KD Loss: 0.1112|| 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: 20:46:57 || Estimated Time: 1 day, 5:38:08
2023-07-14 09:51:49,549 semantic_segmentation INFO: Iters: 20620/50000 || Lr: 0.012394 || Task Loss: 0.3563 || KD Loss: 0.1605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:47:32 || Estimated Time: 1 day, 5:37:30
2023-07-14 09:52:24,772 semantic_segmentation INFO: Iters: 20630/50000 || Lr: 0.012390 || Task Loss: 0.3589 || KD Loss: 0.1431|| 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: 20:48:07 || Estimated Time: 1 day, 5:36:52
2023-07-14 09:52:59,573 semantic_segmentation INFO: Iters: 20640/50000 || Lr: 0.012387 || Task Loss: 0.3924 || KD Loss: 0.2003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:48:42 || Estimated Time: 1 day, 5:36:14
2023-07-14 09:53:34,598 semantic_segmentation INFO: Iters: 20650/50000 || Lr: 0.012383 || Task Loss: 0.2997 || KD Loss: 0.1331|| 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: 20:49:17 || Estimated Time: 1 day, 5:35:36
2023-07-14 09:54:09,403 semantic_segmentation INFO: Iters: 20660/50000 || Lr: 0.012379 || Task Loss: 0.2658 || KD Loss: 0.1004|| 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: 20:49:52 || Estimated Time: 1 day, 5:34:57
2023-07-14 09:54:44,188 semantic_segmentation INFO: Iters: 20670/50000 || Lr: 0.012375 || Task Loss: 0.3691 || KD Loss: 0.1366|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:50:27 || Estimated Time: 1 day, 5:34:19
2023-07-14 09:55:19,067 semantic_segmentation INFO: Iters: 20680/50000 || Lr: 0.012371 || Task Loss: 0.3694 || KD Loss: 0.1418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1279|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:51:02 || Estimated Time: 1 day, 5:33:40
2023-07-14 09:55:53,925 semantic_segmentation INFO: Iters: 20690/50000 || Lr: 0.012368 || Task Loss: 0.3376 || KD Loss: 0.1193|| 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: 20:51:36 || Estimated Time: 1 day, 5:33:02
2023-07-14 09:56:28,932 semantic_segmentation INFO: Iters: 20700/50000 || Lr: 0.012364 || Task Loss: 0.3569 || KD Loss: 0.1913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:52:11 || Estimated Time: 1 day, 5:32:24
2023-07-14 09:57:04,124 semantic_segmentation INFO: Iters: 20710/50000 || Lr: 0.012360 || Task Loss: 0.4577 || KD Loss: 0.2396|| 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: 20:52:47 || Estimated Time: 1 day, 5:31:46
2023-07-14 09:57:39,155 semantic_segmentation INFO: Iters: 20720/50000 || Lr: 0.012356 || Task Loss: 0.3430 || KD Loss: 0.1347|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:53:22 || Estimated Time: 1 day, 5:31:08
2023-07-14 09:58:14,170 semantic_segmentation INFO: Iters: 20730/50000 || Lr: 0.012352 || Task Loss: 0.3972 || KD Loss: 0.1831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1238|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:53:57 || Estimated Time: 1 day, 5:30:30
2023-07-14 09:58:49,225 semantic_segmentation INFO: Iters: 20740/50000 || Lr: 0.012349 || Task Loss: 0.2839 || KD Loss: 0.1428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 20:54:32 || Estimated Time: 1 day, 5:29:52
2023-07-14 09:59:24,212 semantic_segmentation INFO: Iters: 20750/50000 || Lr: 0.012345 || Task Loss: 0.4846 || KD Loss: 0.3006|| 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: 20:55:07 || Estimated Time: 1 day, 5:29:14
2023-07-14 09:59:59,055 semantic_segmentation INFO: Iters: 20760/50000 || Lr: 0.012341 || Task Loss: 0.3505 || KD Loss: 0.1409|| 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: 20:55:42 || Estimated Time: 1 day, 5:28:35
2023-07-14 10:00:34,044 semantic_segmentation INFO: Iters: 20770/50000 || Lr: 0.012337 || Task Loss: 0.3689 || KD Loss: 0.1962|| 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: 20:56:17 || Estimated Time: 1 day, 5:27:57
2023-07-14 10:01:08,993 semantic_segmentation INFO: Iters: 20780/50000 || Lr: 0.012333 || Task Loss: 0.4777 || KD Loss: 0.1938|| 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: 20:56:51 || Estimated Time: 1 day, 5:27:19
2023-07-14 10:01:44,062 semantic_segmentation INFO: Iters: 20790/50000 || Lr: 0.012330 || Task Loss: 0.2990 || KD Loss: 0.1332|| 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: 20:57:27 || Estimated Time: 1 day, 5:26:41
2023-07-14 10:02:18,951 semantic_segmentation INFO: Iters: 20800/50000 || Lr: 0.012326 || Task Loss: 0.4535 || KD Loss: 0.2052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 5:26:03
2023-07-14 10:02:19,021 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 10:02:19,585 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.949, mIoU: 0.371
2023-07-14 10:02:19,749 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.959, mIoU: 0.446
2023-07-14 10:02:19,876 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.457
2023-07-14 10:02:20,001 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.958, mIoU: 0.478
2023-07-14 10:02:20,130 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.960, mIoU: 0.470
2023-07-14 10:02:20,261 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.471
2023-07-14 10:02:20,391 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.956, mIoU: 0.465
2023-07-14 10:02:20,522 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.955, mIoU: 0.474
2023-07-14 10:02:20,657 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.954, mIoU: 0.496
2023-07-14 10:02:20,788 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.949, mIoU: 0.515
2023-07-14 10:02:20,918 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.947, mIoU: 0.521
2023-07-14 10:02:21,041 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.944, mIoU: 0.558
2023-07-14 10:02:21,174 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.941, mIoU: 0.562
2023-07-14 10:02:21,310 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.941, mIoU: 0.553
2023-07-14 10:02:21,442 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.940, mIoU: 0.560
2023-07-14 10:02:21,568 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.938, mIoU: 0.556
2023-07-14 10:02:21,696 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.937, mIoU: 0.552
2023-07-14 10:02:21,823 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.937, mIoU: 0.552
2023-07-14 10:02:21,952 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.935, mIoU: 0.556
2023-07-14 10:02:22,085 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.933, mIoU: 0.559
2023-07-14 10:02:22,219 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.930, mIoU: 0.557
2023-07-14 10:02:22,351 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.926, mIoU: 0.569
2023-07-14 10:02:22,480 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.926, mIoU: 0.571
2023-07-14 10:02:22,613 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.925, mIoU: 0.580
2023-07-14 10:02:22,746 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.924, mIoU: 0.595
2023-07-14 10:02:22,873 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.924, mIoU: 0.597
2023-07-14 10:02:23,001 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.924, mIoU: 0.590
2023-07-14 10:02:23,130 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.924, mIoU: 0.587
2023-07-14 10:02:23,258 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.923, mIoU: 0.592
2023-07-14 10:02:23,387 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.923, mIoU: 0.609
2023-07-14 10:02:23,515 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.923, mIoU: 0.607
2023-07-14 10:02:23,649 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.923, mIoU: 0.607
2023-07-14 10:02:23,782 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.924, mIoU: 0.608
2023-07-14 10:02:23,911 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.924, mIoU: 0.609
2023-07-14 10:02:24,043 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.924, mIoU: 0.597
2023-07-14 10:02:24,178 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.924, mIoU: 0.594
2023-07-14 10:02:24,307 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.924, mIoU: 0.593
2023-07-14 10:02:24,434 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.923, mIoU: 0.593
2023-07-14 10:02:24,560 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.922, mIoU: 0.593
2023-07-14 10:02:24,687 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.923, mIoU: 0.593
2023-07-14 10:02:24,815 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.923, mIoU: 0.591
2023-07-14 10:02:24,949 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.924, mIoU: 0.590
2023-07-14 10:02:25,083 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.924, mIoU: 0.590
2023-07-14 10:02:25,215 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.925, mIoU: 0.590
2023-07-14 10:02:25,341 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.925, mIoU: 0.588
2023-07-14 10:02:25,472 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.925, mIoU: 0.588
2023-07-14 10:02:25,606 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.926, mIoU: 0.589
2023-07-14 10:02:25,736 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.927, mIoU: 0.588
2023-07-14 10:02:25,862 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.927, mIoU: 0.593
2023-07-14 10:02:25,988 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.927, mIoU: 0.594
2023-07-14 10:02:26,114 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.927, mIoU: 0.593
2023-07-14 10:02:26,240 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.927, mIoU: 0.599
2023-07-14 10:02:26,365 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.926, mIoU: 0.596
2023-07-14 10:02:26,497 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.925, mIoU: 0.595
2023-07-14 10:02:26,630 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.924, mIoU: 0.593
2023-07-14 10:02:26,757 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.923, mIoU: 0.592
2023-07-14 10:02:26,886 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.924, mIoU: 0.593
2023-07-14 10:02:27,019 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.924, mIoU: 0.599
2023-07-14 10:02:27,148 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.924, mIoU: 0.602
2023-07-14 10:02:27,278 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.924, mIoU: 0.601
2023-07-14 10:02:27,406 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.924, mIoU: 0.604
2023-07-14 10:02:27,539 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.924, mIoU: 0.606
2023-07-14 10:02:27,671 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.924, mIoU: 0.604
2023-07-14 10:02:27,798 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.924, mIoU: 0.609
2023-07-14 10:02:27,926 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.924, mIoU: 0.611
2023-07-14 10:02:28,056 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.923, mIoU: 0.610
2023-07-14 10:02:28,185 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.923, mIoU: 0.609
2023-07-14 10:02:28,313 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.922, mIoU: 0.610
2023-07-14 10:02:28,444 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.922, mIoU: 0.609
2023-07-14 10:02:28,573 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.923, mIoU: 0.609
2023-07-14 10:02:28,702 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.923, mIoU: 0.610
2023-07-14 10:02:28,835 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.923, mIoU: 0.608
2023-07-14 10:02:28,969 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.924, mIoU: 0.606
2023-07-14 10:02:29,103 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.924, mIoU: 0.605
2023-07-14 10:02:29,230 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.924, mIoU: 0.605
2023-07-14 10:02:29,359 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.924, mIoU: 0.604
2023-07-14 10:02:29,488 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.924, mIoU: 0.604
2023-07-14 10:02:29,616 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.924, mIoU: 0.604
2023-07-14 10:02:29,745 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.924, mIoU: 0.603
2023-07-14 10:02:29,879 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.923, mIoU: 0.605
2023-07-14 10:02:30,009 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.923, mIoU: 0.606
2023-07-14 10:02:30,138 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.923, mIoU: 0.606
2023-07-14 10:02:30,270 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.922, mIoU: 0.605
2023-07-14 10:02:30,399 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.921, mIoU: 0.604
2023-07-14 10:02:30,530 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.919, mIoU: 0.602
2023-07-14 10:02:30,658 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.919, mIoU: 0.602
2023-07-14 10:02:30,785 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.919, mIoU: 0.601
2023-07-14 10:02:30,911 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.919, mIoU: 0.601
2023-07-14 10:02:31,038 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.919, mIoU: 0.601
2023-07-14 10:02:31,164 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.920, mIoU: 0.600
2023-07-14 10:02:31,290 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.920, mIoU: 0.600
2023-07-14 10:02:31,422 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.920, mIoU: 0.617
2023-07-14 10:02:31,554 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.920, mIoU: 0.617
2023-07-14 10:02:31,681 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.920, mIoU: 0.617
2023-07-14 10:02:31,808 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.921, mIoU: 0.617
2023-07-14 10:02:31,934 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.921, mIoU: 0.617
2023-07-14 10:02:32,061 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.921, mIoU: 0.615
2023-07-14 10:02:32,189 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.921, mIoU: 0.615
2023-07-14 10:02:32,323 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.920, mIoU: 0.617
2023-07-14 10:02:32,455 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.920, mIoU: 0.618
2023-07-14 10:02:32,585 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.918, mIoU: 0.617
2023-07-14 10:02:32,709 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.918, mIoU: 0.615
2023-07-14 10:02:32,838 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.917, mIoU: 0.614
2023-07-14 10:02:32,969 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.918, mIoU: 0.614
2023-07-14 10:02:33,098 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.918, mIoU: 0.614
2023-07-14 10:02:33,228 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.918, mIoU: 0.614
2023-07-14 10:02:33,364 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.918, mIoU: 0.614
2023-07-14 10:02:33,496 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.919, mIoU: 0.614
2023-07-14 10:02:33,627 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.919, mIoU: 0.613
2023-07-14 10:02:33,761 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.918, mIoU: 0.611
2023-07-14 10:02:33,893 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.918, mIoU: 0.611
2023-07-14 10:02:34,024 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.918, mIoU: 0.610
2023-07-14 10:02:34,152 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.918, mIoU: 0.610
2023-07-14 10:02:34,284 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.918, mIoU: 0.609
2023-07-14 10:02:34,417 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.918, mIoU: 0.609
2023-07-14 10:02:34,547 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.918, mIoU: 0.608
2023-07-14 10:02:34,674 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.918, mIoU: 0.610
2023-07-14 10:02:34,800 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.918, mIoU: 0.609
2023-07-14 10:02:34,926 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.918, mIoU: 0.610
2023-07-14 10:02:35,049 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.918, mIoU: 0.610
2023-07-14 10:02:35,173 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.918, mIoU: 0.609
2023-07-14 10:02:35,304 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.918, mIoU: 0.609
2023-07-14 10:02:35,438 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.918, mIoU: 0.609
2023-07-14 10:02:35,569 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.918, mIoU: 0.609
2023-07-14 10:02:35,700 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.918, mIoU: 0.609
2023-07-14 10:02:35,829 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.918, mIoU: 0.610
2023-07-14 10:02:35,958 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.918, mIoU: 0.611
2023-07-14 10:02:36,089 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.918, mIoU: 0.611
2023-07-14 10:02:36,223 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.918, mIoU: 0.610
2023-07-14 10:02:36,354 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.918, mIoU: 0.610
2023-07-14 10:02:36,483 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.919, mIoU: 0.610
2023-07-14 10:02:36,606 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.919, mIoU: 0.610
2023-07-14 10:02:36,737 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.919, mIoU: 0.609
2023-07-14 10:02:36,872 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.919, mIoU: 0.609
2023-07-14 10:02:37,002 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.919, mIoU: 0.608
2023-07-14 10:02:37,128 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.920, mIoU: 0.608
2023-07-14 10:02:37,253 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.920, mIoU: 0.608
2023-07-14 10:02:37,377 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.919, mIoU: 0.606
2023-07-14 10:02:37,499 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.919, mIoU: 0.604
2023-07-14 10:02:37,621 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.919, mIoU: 0.605
2023-07-14 10:02:37,751 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.919, mIoU: 0.605
2023-07-14 10:02:37,883 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.919, mIoU: 0.604
2023-07-14 10:02:38,012 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.919, mIoU: 0.604
2023-07-14 10:02:38,144 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.919, mIoU: 0.604
2023-07-14 10:02:38,276 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.919, mIoU: 0.603
2023-07-14 10:02:38,405 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.918, mIoU: 0.599
2023-07-14 10:02:38,533 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.918, mIoU: 0.598
2023-07-14 10:02:38,659 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.918, mIoU: 0.598
2023-07-14 10:02:38,791 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.918, mIoU: 0.598
2023-07-14 10:02:38,924 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.918, mIoU: 0.597
2023-07-14 10:02:39,052 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.918, mIoU: 0.598
2023-07-14 10:02:39,179 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.918, mIoU: 0.598
2023-07-14 10:02:39,306 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.918, mIoU: 0.597
2023-07-14 10:02:39,432 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.918, mIoU: 0.597
2023-07-14 10:02:39,559 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.918, mIoU: 0.597
2023-07-14 10:02:39,691 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.918, mIoU: 0.597
2023-07-14 10:02:39,821 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.919, mIoU: 0.597
2023-07-14 10:02:39,952 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.918, mIoU: 0.596
2023-07-14 10:02:40,080 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.918, mIoU: 0.596
2023-07-14 10:02:40,207 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.918, mIoU: 0.596
2023-07-14 10:02:40,334 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.919, mIoU: 0.595
2023-07-14 10:02:40,461 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.918, mIoU: 0.594
2023-07-14 10:02:40,589 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.918, mIoU: 0.593
2023-07-14 10:02:40,717 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.918, mIoU: 0.594
2023-07-14 10:02:40,849 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.918, mIoU: 0.594
2023-07-14 10:02:40,981 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.918, mIoU: 0.593
2023-07-14 10:02:41,109 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.919, mIoU: 0.593
2023-07-14 10:02:41,239 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.919, mIoU: 0.593
2023-07-14 10:02:41,372 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.919, mIoU: 0.593
2023-07-14 10:02:41,501 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.919, mIoU: 0.593
2023-07-14 10:02:41,631 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.919, mIoU: 0.592
2023-07-14 10:02:41,761 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.919, mIoU: 0.592
2023-07-14 10:02:41,888 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.920, mIoU: 0.592
2023-07-14 10:02:42,012 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.920, mIoU: 0.592
2023-07-14 10:02:42,134 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.920, mIoU: 0.592
2023-07-14 10:02:42,265 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.919, mIoU: 0.592
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2023-07-14 10:03:08,435 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.925, mIoU: 0.584
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2023-07-14 10:03:08,696 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.925, mIoU: 0.584
2023-07-14 10:03:08,827 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.925, mIoU: 0.584
2023-07-14 10:03:08,953 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.925, mIoU: 0.583
2023-07-14 10:03:09,080 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.925, mIoU: 0.583
2023-07-14 10:03:09,208 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.925, mIoU: 0.584
2023-07-14 10:03:09,338 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.925, mIoU: 0.584
2023-07-14 10:03:09,466 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.925, mIoU: 0.584
2023-07-14 10:03:09,596 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.925, mIoU: 0.585
2023-07-14 10:03:09,729 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.925, mIoU: 0.585
2023-07-14 10:03:09,862 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.925, mIoU: 0.585
2023-07-14 10:03:09,992 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.925, mIoU: 0.585
2023-07-14 10:03:10,123 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.925, mIoU: 0.586
2023-07-14 10:03:10,254 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.925, mIoU: 0.585
2023-07-14 10:03:10,382 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.925, mIoU: 0.585
2023-07-14 10:03:10,509 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.925, mIoU: 0.585
2023-07-14 10:03:10,636 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.925, mIoU: 0.586
2023-07-14 10:03:10,761 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.925, mIoU: 0.586
2023-07-14 10:03:10,890 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.925, mIoU: 0.586
2023-07-14 10:03:11,020 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.926, mIoU: 0.586
2023-07-14 10:03:11,151 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.926, mIoU: 0.586
2023-07-14 10:03:11,283 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.926, mIoU: 0.586
2023-07-14 10:03:11,414 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.926, mIoU: 0.586
2023-07-14 10:03:11,541 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.926, mIoU: 0.586
2023-07-14 10:03:11,664 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.926, mIoU: 0.586
2023-07-14 10:03:11,788 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.926, mIoU: 0.586
2023-07-14 10:03:11,912 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.926, mIoU: 0.586
2023-07-14 10:03:12,037 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.926, mIoU: 0.587
2023-07-14 10:03:12,168 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.926, mIoU: 0.586
2023-07-14 10:03:12,303 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.927, mIoU: 0.586
2023-07-14 10:03:12,430 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.927, mIoU: 0.587
2023-07-14 10:03:12,557 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.927, mIoU: 0.587
2023-07-14 10:03:12,682 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.927, mIoU: 0.587
2023-07-14 10:03:12,806 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.927, mIoU: 0.587
2023-07-14 10:03:12,927 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.927, mIoU: 0.587
2023-07-14 10:03:13,045 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.927, mIoU: 0.587
2023-07-14 10:03:13,174 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.927, mIoU: 0.587
2023-07-14 10:03:13,307 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.927, mIoU: 0.588
2023-07-14 10:03:13,437 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.927, mIoU: 0.588
2023-07-14 10:03:13,567 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.927, mIoU: 0.588
2023-07-14 10:03:13,702 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.927, mIoU: 0.588
2023-07-14 10:03:13,835 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.927, mIoU: 0.588
2023-07-14 10:03:13,967 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.927, mIoU: 0.588
2023-07-14 10:03:14,095 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.928, mIoU: 0.588
2023-07-14 10:03:14,227 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.928, mIoU: 0.588
2023-07-14 10:03:14,359 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.928, mIoU: 0.588
2023-07-14 10:03:14,484 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.928, mIoU: 0.588
2023-07-14 10:03:14,611 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.928, mIoU: 0.588
2023-07-14 10:03:14,739 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.928, mIoU: 0.588
2023-07-14 10:03:14,865 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.928, mIoU: 0.588
2023-07-14 10:03:14,991 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.928, mIoU: 0.588
2023-07-14 10:03:15,116 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.928, mIoU: 0.588
2023-07-14 10:03:15,247 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.928, mIoU: 0.588
2023-07-14 10:03:15,381 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.928, mIoU: 0.588
2023-07-14 10:03:15,509 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.928, mIoU: 0.589
2023-07-14 10:03:15,635 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.928, mIoU: 0.589
2023-07-14 10:03:15,761 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.928, mIoU: 0.589
2023-07-14 10:03:15,885 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.929, mIoU: 0.589
2023-07-14 10:03:16,011 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.929, mIoU: 0.589
2023-07-14 10:03:16,140 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.929, mIoU: 0.589
2023-07-14 10:03:16,274 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.929, mIoU: 0.589
2023-07-14 10:03:16,408 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.929, mIoU: 0.589
2023-07-14 10:03:16,538 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.929, mIoU: 0.589
2023-07-14 10:03:16,666 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.929, mIoU: 0.589
2023-07-14 10:03:16,795 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.929, mIoU: 0.589
2023-07-14 10:03:16,925 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.929, mIoU: 0.589
2023-07-14 10:03:17,055 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.929, mIoU: 0.589
2023-07-14 10:03:17,190 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.929, mIoU: 0.589
2023-07-14 10:03:17,322 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.929, mIoU: 0.589
2023-07-14 10:03:17,453 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.929, mIoU: 0.589
2023-07-14 10:03:17,585 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.929, mIoU: 0.589
2023-07-14 10:03:17,718 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.929, mIoU: 0.589
2023-07-14 10:03:17,850 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.930, mIoU: 0.589
2023-07-14 10:03:17,979 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.930, mIoU: 0.589
2023-07-14 10:03:18,110 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.930, mIoU: 0.589
2023-07-14 10:03:18,242 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.930, mIoU: 0.589
2023-07-14 10:03:18,369 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.930, mIoU: 0.589
2023-07-14 10:03:18,498 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.930, mIoU: 0.590
2023-07-14 10:03:18,626 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.930, mIoU: 0.590
2023-07-14 10:03:18,754 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.930, mIoU: 0.590
2023-07-14 10:03:18,879 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.930, mIoU: 0.589
2023-07-14 10:03:19,003 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.930, mIoU: 0.590
2023-07-14 10:03:19,135 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.930, mIoU: 0.591
2023-07-14 10:03:19,269 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.930, mIoU: 0.591
2023-07-14 10:03:19,399 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.930, mIoU: 0.591
2023-07-14 10:03:19,528 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.930, mIoU: 0.591
2023-07-14 10:03:19,655 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.930, mIoU: 0.591
2023-07-14 10:03:19,777 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.930, mIoU: 0.591
2023-07-14 10:03:19,904 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.930, mIoU: 0.591
2023-07-14 10:03:20,033 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.930, mIoU: 0.590
2023-07-14 10:03:20,167 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.930, mIoU: 0.590
2023-07-14 10:03:20,300 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.930, mIoU: 0.590
2023-07-14 10:03:20,427 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.930, mIoU: 0.590
2023-07-14 10:03:20,555 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.930, mIoU: 0.590
2023-07-14 10:03:20,683 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.930, mIoU: 0.591
2023-07-14 10:03:20,812 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.930, mIoU: 0.590
2023-07-14 10:03:20,941 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.930, mIoU: 0.590
2023-07-14 10:03:21,072 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.930, mIoU: 0.590
2023-07-14 10:03:21,203 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.930, mIoU: 0.590
2023-07-14 10:03:21,333 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.930, mIoU: 0.590
2023-07-14 10:03:21,462 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.930, mIoU: 0.590
2023-07-14 10:03:21,592 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.930, mIoU: 0.590
2023-07-14 10:03:21,720 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.930, mIoU: 0.590
2023-07-14 10:03:21,849 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.931, mIoU: 0.590
2023-07-14 10:03:21,975 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.931, mIoU: 0.590
2023-07-14 10:03:22,103 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.931, mIoU: 0.590
2023-07-14 10:03:22,230 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.931, mIoU: 0.591
2023-07-14 10:03:22,358 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.931, mIoU: 0.591
2023-07-14 10:03:22,488 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.931, mIoU: 0.591
2023-07-14 10:03:22,618 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.931, mIoU: 0.590
2023-07-14 10:03:22,747 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.931, mIoU: 0.591
2023-07-14 10:03:22,875 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.931, mIoU: 0.591
2023-07-14 10:03:23,000 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.931, mIoU: 0.591
2023-07-14 10:03:23,125 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.931, mIoU: 0.591
2023-07-14 10:03:23,248 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.931, mIoU: 0.591
2023-07-14 10:03:23,368 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.931, mIoU: 0.592
2023-07-14 10:03:23,486 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.931, mIoU: 0.591
2023-07-14 10:03:23,616 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.931, mIoU: 0.591
2023-07-14 10:03:23,749 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.931, mIoU: 0.592
2023-07-14 10:03:23,879 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.931, mIoU: 0.592
2023-07-14 10:03:24,010 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.931, mIoU: 0.592
2023-07-14 10:03:24,144 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.931, mIoU: 0.592
2023-07-14 10:03:24,275 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.931, mIoU: 0.592
2023-07-14 10:03:24,404 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.931, mIoU: 0.592
2023-07-14 10:03:24,526 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.931, mIoU: 0.592
2023-07-14 10:03:24,657 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.931, mIoU: 0.592
2023-07-14 10:03:24,789 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.931, mIoU: 0.592
2023-07-14 10:03:24,918 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.932, mIoU: 0.592
2023-07-14 10:04:00,055 semantic_segmentation INFO: Iters: 20810/50000 || Lr: 0.012322 || Task Loss: 0.3818 || KD Loss: 0.1271|| 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: 20:59:43 || Estimated Time: 1 day, 5:26:57
2023-07-14 10:04:34,836 semantic_segmentation INFO: Iters: 20820/50000 || Lr: 0.012318 || Task Loss: 0.2842 || KD Loss: 0.1012|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:00:17 || Estimated Time: 1 day, 5:26:19
2023-07-14 10:05:09,683 semantic_segmentation INFO: Iters: 20830/50000 || Lr: 0.012314 || Task Loss: 0.3091 || KD Loss: 0.1111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:00:52 || Estimated Time: 1 day, 5:25:41
2023-07-14 10:05:44,510 semantic_segmentation INFO: Iters: 20840/50000 || Lr: 0.012311 || Task Loss: 0.3344 || KD Loss: 0.1329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 5:25:02
2023-07-14 10:06:19,544 semantic_segmentation INFO: Iters: 20850/50000 || Lr: 0.012307 || Task Loss: 0.3081 || KD Loss: 0.1183|| 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: 21:02:02 || Estimated Time: 1 day, 5:24:24
2023-07-14 10:06:54,519 semantic_segmentation INFO: Iters: 20860/50000 || Lr: 0.012303 || Task Loss: 0.3695 || KD Loss: 0.1225|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:02:37 || Estimated Time: 1 day, 5:23:46
2023-07-14 10:07:29,350 semantic_segmentation INFO: Iters: 20870/50000 || Lr: 0.012299 || Task Loss: 0.2876 || KD Loss: 0.1186|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:03:12 || Estimated Time: 1 day, 5:23:08
2023-07-14 10:08:04,219 semantic_segmentation INFO: Iters: 20880/50000 || Lr: 0.012295 || Task Loss: 0.3040 || KD Loss: 0.1278|| 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: 21:03:47 || Estimated Time: 1 day, 5:22:29
2023-07-14 10:08:39,152 semantic_segmentation INFO: Iters: 20890/50000 || Lr: 0.012292 || Task Loss: 0.3124 || KD Loss: 0.1213|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:04:22 || Estimated Time: 1 day, 5:21:51
2023-07-14 10:09:13,982 semantic_segmentation INFO: Iters: 20900/50000 || Lr: 0.012288 || Task Loss: 0.2640 || KD Loss: 0.1029|| 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: 21:04:56 || Estimated Time: 1 day, 5:21:13
2023-07-14 10:09:48,827 semantic_segmentation INFO: Iters: 20910/50000 || Lr: 0.012284 || Task Loss: 0.3223 || KD Loss: 0.1242|| 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: 21:05:31 || Estimated Time: 1 day, 5:20:34
2023-07-14 10:10:23,837 semantic_segmentation INFO: Iters: 20920/50000 || Lr: 0.012280 || Task Loss: 0.4324 || KD Loss: 0.2252|| 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: 21:06:06 || Estimated Time: 1 day, 5:19:56
2023-07-14 10:10:59,257 semantic_segmentation INFO: Iters: 20930/50000 || Lr: 0.012276 || Task Loss: 0.3266 || KD Loss: 0.1559|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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: 1 day, 5:19:19
2023-07-14 10:11:34,730 semantic_segmentation INFO: Iters: 20940/50000 || Lr: 0.012273 || Task Loss: 0.4210 || KD Loss: 0.1724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:07:17 || Estimated Time: 1 day, 5:18:41
2023-07-14 10:12:10,383 semantic_segmentation INFO: Iters: 20950/50000 || Lr: 0.012269 || Task Loss: 0.4223 || KD Loss: 0.1874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:07:53 || Estimated Time: 1 day, 5:18:04
2023-07-14 10:12:45,449 semantic_segmentation INFO: Iters: 20960/50000 || Lr: 0.012265 || Task Loss: 0.4597 || KD Loss: 0.1973|| 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: 21:08:28 || Estimated Time: 1 day, 5:17:26
2023-07-14 10:13:20,571 semantic_segmentation INFO: Iters: 20970/50000 || Lr: 0.012261 || Task Loss: 0.3910 || KD Loss: 0.1672|| 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: 21:09:03 || Estimated Time: 1 day, 5:16:48
2023-07-14 10:13:55,792 semantic_segmentation INFO: Iters: 20980/50000 || Lr: 0.012257 || Task Loss: 0.5690 || KD Loss: 0.2549|| 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: 21:09:38 || Estimated Time: 1 day, 5:16:10
2023-07-14 10:14:30,683 semantic_segmentation INFO: Iters: 20990/50000 || Lr: 0.012254 || Task Loss: 0.3553 || KD Loss: 0.2023|| 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: 21:10:13 || Estimated Time: 1 day, 5:15:32
2023-07-14 10:15:05,658 semantic_segmentation INFO: Iters: 21000/50000 || Lr: 0.012250 || Task Loss: 0.3357 || KD Loss: 0.1139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:10:48 || Estimated Time: 1 day, 5:14:54
2023-07-14 10:15:40,619 semantic_segmentation INFO: Iters: 21010/50000 || Lr: 0.012246 || Task Loss: 0.3922 || KD Loss: 0.2200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:11:23 || Estimated Time: 1 day, 5:14:15
2023-07-14 10:16:15,873 semantic_segmentation INFO: Iters: 21020/50000 || Lr: 0.012242 || Task Loss: 0.5272 || KD Loss: 0.2376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:11:58 || Estimated Time: 1 day, 5:13:38
2023-07-14 10:16:50,925 semantic_segmentation INFO: Iters: 21030/50000 || Lr: 0.012238 || Task Loss: 0.3349 || KD Loss: 0.0993|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:12:33 || Estimated Time: 1 day, 5:13:00
2023-07-14 10:17:26,234 semantic_segmentation INFO: Iters: 21040/50000 || Lr: 0.012235 || Task Loss: 0.3913 || KD Loss: 0.1635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1245|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:13:09 || Estimated Time: 1 day, 5:12:22
2023-07-14 10:18:01,542 semantic_segmentation INFO: Iters: 21050/50000 || Lr: 0.012231 || Task Loss: 0.2806 || KD Loss: 0.1196|| 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: 21:13:44 || Estimated Time: 1 day, 5:11:44
2023-07-14 10:18:36,937 semantic_segmentation INFO: Iters: 21060/50000 || Lr: 0.012227 || Task Loss: 0.2469 || KD Loss: 0.0937|| 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: 21:14:19 || Estimated Time: 1 day, 5:11:07
2023-07-14 10:19:12,523 semantic_segmentation INFO: Iters: 21070/50000 || Lr: 0.012223 || Task Loss: 0.3642 || KD Loss: 0.1364|| 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: 21:14:55 || Estimated Time: 1 day, 5:10:29
2023-07-14 10:19:47,447 semantic_segmentation INFO: Iters: 21080/50000 || Lr: 0.012219 || Task Loss: 0.4015 || KD Loss: 0.1668|| 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: 21:15:30 || Estimated Time: 1 day, 5:09:51
2023-07-14 10:20:22,493 semantic_segmentation INFO: Iters: 21090/50000 || Lr: 0.012216 || Task Loss: 0.3300 || KD Loss: 0.1677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:16:05 || Estimated Time: 1 day, 5:09:13
2023-07-14 10:20:57,264 semantic_segmentation INFO: Iters: 21100/50000 || Lr: 0.012212 || Task Loss: 0.4188 || KD Loss: 0.2022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1247|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:16:40 || Estimated Time: 1 day, 5:08:35
2023-07-14 10:21:32,309 semantic_segmentation INFO: Iters: 21110/50000 || Lr: 0.012208 || Task Loss: 0.4624 || KD Loss: 0.1954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1233|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:17:15 || Estimated Time: 1 day, 5:07:57
2023-07-14 10:22:07,363 semantic_segmentation INFO: Iters: 21120/50000 || Lr: 0.012204 || Task Loss: 0.4492 || KD Loss: 0.2033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1160|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 5:07:19
2023-07-14 10:22:42,186 semantic_segmentation INFO: Iters: 21130/50000 || Lr: 0.012200 || Task Loss: 0.2415 || KD Loss: 0.0989|| 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: 21:18:25 || Estimated Time: 1 day, 5:06:40
2023-07-14 10:23:17,187 semantic_segmentation INFO: Iters: 21140/50000 || Lr: 0.012197 || Task Loss: 0.4152 || KD Loss: 0.1541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:19:00 || Estimated Time: 1 day, 5:06:02
2023-07-14 10:23:52,215 semantic_segmentation INFO: Iters: 21150/50000 || Lr: 0.012193 || Task Loss: 0.3427 || KD Loss: 0.1099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:19:35 || Estimated Time: 1 day, 5:05:24
2023-07-14 10:24:27,503 semantic_segmentation INFO: Iters: 21160/50000 || Lr: 0.012189 || Task Loss: 0.5339 || KD Loss: 0.2415|| 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: 21:20:10 || Estimated Time: 1 day, 5:04:47
2023-07-14 10:25:02,469 semantic_segmentation INFO: Iters: 21170/50000 || Lr: 0.012185 || Task Loss: 0.2825 || KD Loss: 0.1092|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 5:04:09
2023-07-14 10:25:37,237 semantic_segmentation INFO: Iters: 21180/50000 || Lr: 0.012181 || Task Loss: 0.3716 || KD Loss: 0.1589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:21:20 || Estimated Time: 1 day, 5:03:30
2023-07-14 10:26:12,198 semantic_segmentation INFO: Iters: 21190/50000 || Lr: 0.012178 || Task Loss: 0.3987 || KD Loss: 0.1701|| 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: 21:21:55 || Estimated Time: 1 day, 5:02:52
2023-07-14 10:26:47,058 semantic_segmentation INFO: Iters: 21200/50000 || Lr: 0.012174 || Task Loss: 0.3833 || KD Loss: 0.1433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:22:30 || Estimated Time: 1 day, 5:02:14
2023-07-14 10:27:22,104 semantic_segmentation INFO: Iters: 21210/50000 || Lr: 0.012170 || Task Loss: 0.3513 || KD Loss: 0.1289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1205|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:23:05 || Estimated Time: 1 day, 5:01:36
2023-07-14 10:27:56,862 semantic_segmentation INFO: Iters: 21220/50000 || Lr: 0.012166 || Task Loss: 0.3006 || KD Loss: 0.1077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:23:39 || Estimated Time: 1 day, 5:00:57
2023-07-14 10:28:31,676 semantic_segmentation INFO: Iters: 21230/50000 || Lr: 0.012162 || Task Loss: 0.2745 || KD Loss: 0.1048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:24:14 || Estimated Time: 1 day, 5:00:19
2023-07-14 10:29:06,430 semantic_segmentation INFO: Iters: 21240/50000 || Lr: 0.012159 || Task Loss: 0.2468 || KD Loss: 0.1011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:24:49 || Estimated Time: 1 day, 4:59:41
2023-07-14 10:29:41,099 semantic_segmentation INFO: Iters: 21250/50000 || Lr: 0.012155 || Task Loss: 0.3159 || KD Loss: 0.1362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:25:24 || Estimated Time: 1 day, 4:59:02
2023-07-14 10:30:15,729 semantic_segmentation INFO: Iters: 21260/50000 || Lr: 0.012151 || Task Loss: 0.3573 || KD Loss: 0.1286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1206|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:25:58 || Estimated Time: 1 day, 4:58:24
2023-07-14 10:30:50,363 semantic_segmentation INFO: Iters: 21270/50000 || Lr: 0.012147 || Task Loss: 0.3733 || KD Loss: 0.1705|| 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: 21:26:33 || Estimated Time: 1 day, 4:57:45
2023-07-14 10:31:25,148 semantic_segmentation INFO: Iters: 21280/50000 || Lr: 0.012143 || Task Loss: 0.3526 || KD Loss: 0.1279|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:27:08 || Estimated Time: 1 day, 4:57:07
2023-07-14 10:31:59,790 semantic_segmentation INFO: Iters: 21290/50000 || Lr: 0.012139 || Task Loss: 0.3973 || KD Loss: 0.1532|| 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: 21:27:42 || Estimated Time: 1 day, 4:56:28
2023-07-14 10:32:34,362 semantic_segmentation INFO: Iters: 21300/50000 || Lr: 0.012136 || Task Loss: 0.2963 || KD Loss: 0.1209|| 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: 21:28:17 || Estimated Time: 1 day, 4:55:50
2023-07-14 10:33:08,986 semantic_segmentation INFO: Iters: 21310/50000 || Lr: 0.012132 || Task Loss: 0.4959 || KD Loss: 0.1924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:28:51 || Estimated Time: 1 day, 4:55:11
2023-07-14 10:33:43,729 semantic_segmentation INFO: Iters: 21320/50000 || Lr: 0.012128 || Task Loss: 0.7212 || KD Loss: 0.2999|| 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: 21:29:26 || Estimated Time: 1 day, 4:54:33
2023-07-14 10:34:18,372 semantic_segmentation INFO: Iters: 21330/50000 || Lr: 0.012124 || Task Loss: 0.3324 || KD Loss: 0.1306|| 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: 21:30:01 || Estimated Time: 1 day, 4:53:54
2023-07-14 10:34:53,044 semantic_segmentation INFO: Iters: 21340/50000 || Lr: 0.012120 || Task Loss: 0.3622 || KD Loss: 0.1428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:30:36 || Estimated Time: 1 day, 4:53:16
2023-07-14 10:35:27,650 semantic_segmentation INFO: Iters: 21350/50000 || Lr: 0.012117 || Task Loss: 0.3393 || KD Loss: 0.1529|| 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: 21:31:10 || Estimated Time: 1 day, 4:52:37
2023-07-14 10:36:02,371 semantic_segmentation INFO: Iters: 21360/50000 || Lr: 0.012113 || Task Loss: 0.4937 || KD Loss: 0.2221|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:31:45 || Estimated Time: 1 day, 4:51:59
2023-07-14 10:36:37,051 semantic_segmentation INFO: Iters: 21370/50000 || Lr: 0.012109 || Task Loss: 0.3703 || KD Loss: 0.1558|| 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: 21:32:20 || Estimated Time: 1 day, 4:51:21
2023-07-14 10:37:11,677 semantic_segmentation INFO: Iters: 21380/50000 || Lr: 0.012105 || Task Loss: 0.3702 || KD Loss: 0.1549|| 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: 21:32:54 || Estimated Time: 1 day, 4:50:42
2023-07-14 10:37:46,340 semantic_segmentation INFO: Iters: 21390/50000 || Lr: 0.012101 || Task Loss: 0.3963 || KD Loss: 0.1587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:33:29 || Estimated Time: 1 day, 4:50:04
2023-07-14 10:38:20,954 semantic_segmentation INFO: Iters: 21400/50000 || Lr: 0.012098 || Task Loss: 0.3363 || KD Loss: 0.1319|| 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: 21:34:03 || Estimated Time: 1 day, 4:49:25
2023-07-14 10:38:55,520 semantic_segmentation INFO: Iters: 21410/50000 || Lr: 0.012094 || Task Loss: 0.3224 || KD Loss: 0.1293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:34:38 || Estimated Time: 1 day, 4:48:46
2023-07-14 10:39:30,091 semantic_segmentation INFO: Iters: 21420/50000 || Lr: 0.012090 || Task Loss: 0.3242 || KD Loss: 0.1432|| 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: 21:35:13 || Estimated Time: 1 day, 4:48:08
2023-07-14 10:40:04,684 semantic_segmentation INFO: Iters: 21430/50000 || Lr: 0.012086 || Task Loss: 0.2266 || KD Loss: 0.0905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:35:47 || Estimated Time: 1 day, 4:47:29
2023-07-14 10:40:39,345 semantic_segmentation INFO: Iters: 21440/50000 || Lr: 0.012082 || Task Loss: 0.2318 || KD Loss: 0.1103|| 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: 21:36:22 || Estimated Time: 1 day, 4:46:51
2023-07-14 10:41:13,942 semantic_segmentation INFO: Iters: 21450/50000 || Lr: 0.012079 || Task Loss: 0.2745 || KD Loss: 0.0915|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:36:56 || Estimated Time: 1 day, 4:46:12
2023-07-14 10:41:48,582 semantic_segmentation INFO: Iters: 21460/50000 || Lr: 0.012075 || Task Loss: 0.3208 || KD Loss: 0.1698|| 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: 21:37:31 || Estimated Time: 1 day, 4:45:34
2023-07-14 10:42:23,293 semantic_segmentation INFO: Iters: 21470/50000 || Lr: 0.012071 || Task Loss: 0.3034 || KD Loss: 0.1123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:38:06 || Estimated Time: 1 day, 4:44:56
2023-07-14 10:42:57,965 semantic_segmentation INFO: Iters: 21480/50000 || Lr: 0.012067 || Task Loss: 0.3676 || KD Loss: 0.1510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:38:40 || Estimated Time: 1 day, 4:44:17
2023-07-14 10:43:32,580 semantic_segmentation INFO: Iters: 21490/50000 || Lr: 0.012063 || Task Loss: 0.4037 || KD Loss: 0.1671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 4:43:39
2023-07-14 10:44:07,187 semantic_segmentation INFO: Iters: 21500/50000 || Lr: 0.012060 || Task Loss: 0.3814 || KD Loss: 0.1147|| 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: 21:39:50 || Estimated Time: 1 day, 4:43:00
2023-07-14 10:44:41,815 semantic_segmentation INFO: Iters: 21510/50000 || Lr: 0.012056 || Task Loss: 0.3441 || KD Loss: 0.1417|| 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: 21:40:24 || Estimated Time: 1 day, 4:42:22
2023-07-14 10:45:16,558 semantic_segmentation INFO: Iters: 21520/50000 || Lr: 0.012052 || Task Loss: 0.4247 || KD Loss: 0.1691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:40:59 || Estimated Time: 1 day, 4:41:44
2023-07-14 10:45:51,102 semantic_segmentation INFO: Iters: 21530/50000 || Lr: 0.012048 || Task Loss: 0.4426 || KD Loss: 0.1827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:41:34 || Estimated Time: 1 day, 4:41:05
2023-07-14 10:46:25,694 semantic_segmentation INFO: Iters: 21540/50000 || Lr: 0.012044 || Task Loss: 0.3869 || KD Loss: 0.1357|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:42:08 || Estimated Time: 1 day, 4:40:26
2023-07-14 10:47:00,120 semantic_segmentation INFO: Iters: 21550/50000 || Lr: 0.012041 || Task Loss: 0.3924 || KD Loss: 0.1520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:42:43 || Estimated Time: 1 day, 4:39:48
2023-07-14 10:47:34,697 semantic_segmentation INFO: Iters: 21560/50000 || Lr: 0.012037 || Task Loss: 0.4271 || KD Loss: 0.1918|| 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: 21:43:17 || Estimated Time: 1 day, 4:39:09
2023-07-14 10:48:09,299 semantic_segmentation INFO: Iters: 21570/50000 || Lr: 0.012033 || Task Loss: 0.3323 || KD Loss: 0.1350|| 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: 21:43:52 || Estimated Time: 1 day, 4:38:31
2023-07-14 10:48:43,875 semantic_segmentation INFO: Iters: 21580/50000 || Lr: 0.012029 || Task Loss: 0.4639 || KD Loss: 0.2089|| 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: 21:44:26 || Estimated Time: 1 day, 4:37:52
2023-07-14 10:49:18,470 semantic_segmentation INFO: Iters: 21590/50000 || Lr: 0.012025 || Task Loss: 0.3987 || KD Loss: 0.2198|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:45:01 || Estimated Time: 1 day, 4:37:14
2023-07-14 10:49:52,927 semantic_segmentation INFO: Iters: 21600/50000 || Lr: 0.012021 || Task Loss: 0.4209 || KD Loss: 0.1617|| 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: 21:45:35 || Estimated Time: 1 day, 4:36:35
2023-07-14 10:49:52,996 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 10:49:53,556 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.961, mIoU: 0.371
2023-07-14 10:49:53,683 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.962, mIoU: 0.429
2023-07-14 10:49:53,810 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.961, mIoU: 0.447
2023-07-14 10:49:53,938 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.958, mIoU: 0.483
2023-07-14 10:49:54,059 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.952, mIoU: 0.471
2023-07-14 10:49:54,187 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.949, mIoU: 0.466
2023-07-14 10:49:54,318 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.949, mIoU: 0.471
2023-07-14 10:49:54,446 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.950, mIoU: 0.485
2023-07-14 10:49:54,576 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.949, mIoU: 0.502
2023-07-14 10:49:54,707 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.946, mIoU: 0.521
2023-07-14 10:49:54,834 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.943, mIoU: 0.527
2023-07-14 10:49:54,961 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.940, mIoU: 0.559
2023-07-14 10:49:55,085 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.939, mIoU: 0.566
2023-07-14 10:49:55,212 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.935, mIoU: 0.551
2023-07-14 10:49:55,340 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.934, mIoU: 0.558
2023-07-14 10:49:55,467 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.933, mIoU: 0.554
2023-07-14 10:49:55,593 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.933, mIoU: 0.552
2023-07-14 10:49:55,717 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.933, mIoU: 0.552
2023-07-14 10:49:55,845 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.930, mIoU: 0.555
2023-07-14 10:49:55,976 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.930, mIoU: 0.558
2023-07-14 10:49:56,105 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.931, mIoU: 0.559
2023-07-14 10:49:56,231 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.925, mIoU: 0.559
2023-07-14 10:49:56,357 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.925, mIoU: 0.557
2023-07-14 10:49:56,480 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.924, mIoU: 0.564
2023-07-14 10:49:56,600 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.924, mIoU: 0.580
2023-07-14 10:49:56,720 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.924, mIoU: 0.585
2023-07-14 10:49:56,851 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.923, mIoU: 0.579
2023-07-14 10:49:56,987 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.923, mIoU: 0.578
2023-07-14 10:49:57,115 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.923, mIoU: 0.584
2023-07-14 10:49:57,246 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.923, mIoU: 0.598
2023-07-14 10:49:57,372 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.923, mIoU: 0.597
2023-07-14 10:49:57,505 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.923, mIoU: 0.596
2023-07-14 10:49:57,637 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.924, mIoU: 0.597
2023-07-14 10:49:57,763 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.924, mIoU: 0.598
2023-07-14 10:49:57,890 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.924, mIoU: 0.599
2023-07-14 10:49:58,016 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.924, mIoU: 0.596
2023-07-14 10:49:58,143 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.924, mIoU: 0.594
2023-07-14 10:49:58,273 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.923, mIoU: 0.593
2023-07-14 10:49:58,406 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.922, mIoU: 0.589
2023-07-14 10:49:58,535 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.923, mIoU: 0.589
2023-07-14 10:49:58,664 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.923, mIoU: 0.589
2023-07-14 10:49:58,791 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.924, mIoU: 0.587
2023-07-14 10:49:58,921 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.924, mIoU: 0.588
2023-07-14 10:49:59,049 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.924, mIoU: 0.586
2023-07-14 10:49:59,175 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.924, mIoU: 0.584
2023-07-14 10:49:59,304 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.924, mIoU: 0.581
2023-07-14 10:49:59,436 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.925, mIoU: 0.582
2023-07-14 10:49:59,567 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.926, mIoU: 0.581
2023-07-14 10:49:59,698 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.926, mIoU: 0.586
2023-07-14 10:49:59,824 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.927, mIoU: 0.588
2023-07-14 10:49:59,953 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.926, mIoU: 0.587
2023-07-14 10:50:00,083 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.925, mIoU: 0.589
2023-07-14 10:50:00,209 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.924, mIoU: 0.585
2023-07-14 10:50:00,332 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.923, mIoU: 0.581
2023-07-14 10:50:00,455 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.922, mIoU: 0.578
2023-07-14 10:50:00,578 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.921, mIoU: 0.578
2023-07-14 10:50:00,696 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.922, mIoU: 0.578
2023-07-14 10:50:00,814 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.922, mIoU: 0.585
2023-07-14 10:50:00,944 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.923, mIoU: 0.589
2023-07-14 10:50:01,080 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.922, mIoU: 0.588
2023-07-14 10:50:01,207 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.922, mIoU: 0.590
2023-07-14 10:50:01,336 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.922, mIoU: 0.592
2023-07-14 10:50:01,462 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.921, mIoU: 0.589
2023-07-14 10:50:01,591 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.922, mIoU: 0.595
2023-07-14 10:50:01,722 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.922, mIoU: 0.598
2023-07-14 10:50:01,849 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.922, mIoU: 0.598
2023-07-14 10:50:01,970 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.921, mIoU: 0.597
2023-07-14 10:50:02,091 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.921, mIoU: 0.598
2023-07-14 10:50:02,210 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.921, mIoU: 0.596
2023-07-14 10:50:02,328 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.921, mIoU: 0.596
2023-07-14 10:50:02,446 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.921, mIoU: 0.596
2023-07-14 10:50:02,573 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.921, mIoU: 0.596
2023-07-14 10:50:02,707 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.921, mIoU: 0.594
2023-07-14 10:50:02,838 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.922, mIoU: 0.593
2023-07-14 10:50:02,968 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.922, mIoU: 0.594
2023-07-14 10:50:03,098 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.921, mIoU: 0.591
2023-07-14 10:50:03,224 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.922, mIoU: 0.591
2023-07-14 10:50:03,351 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.922, mIoU: 0.591
2023-07-14 10:50:03,476 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.921, mIoU: 0.590
2023-07-14 10:50:03,602 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.921, mIoU: 0.592
2023-07-14 10:50:03,731 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.920, mIoU: 0.594
2023-07-14 10:50:03,858 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.921, mIoU: 0.595
2023-07-14 10:50:03,983 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.921, mIoU: 0.594
2023-07-14 10:50:04,102 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.919, mIoU: 0.592
2023-07-14 10:50:04,229 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.917, mIoU: 0.590
2023-07-14 10:50:04,357 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.917, mIoU: 0.590
2023-07-14 10:50:04,484 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.917, mIoU: 0.591
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2023-07-14 10:50:54,577 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.930, mIoU: 0.589
2023-07-14 10:50:54,699 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.930, mIoU: 0.589
2023-07-14 10:50:54,828 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.930, mIoU: 0.589
2023-07-14 10:50:54,957 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.931, mIoU: 0.588
2023-07-14 10:50:55,085 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.931, mIoU: 0.589
2023-07-14 10:50:55,212 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.931, mIoU: 0.589
2023-07-14 10:50:55,342 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.931, mIoU: 0.589
2023-07-14 10:50:55,470 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.931, mIoU: 0.589
2023-07-14 10:50:55,596 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.931, mIoU: 0.589
2023-07-14 10:50:55,720 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.931, mIoU: 0.589
2023-07-14 10:50:55,848 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.931, mIoU: 0.589
2023-07-14 10:50:55,978 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.931, mIoU: 0.589
2023-07-14 10:50:56,107 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.931, mIoU: 0.590
2023-07-14 10:50:56,234 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.931, mIoU: 0.590
2023-07-14 10:50:56,361 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.931, mIoU: 0.590
2023-07-14 10:50:56,484 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.931, mIoU: 0.590
2023-07-14 10:50:56,608 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.931, mIoU: 0.590
2023-07-14 10:50:56,726 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.931, mIoU: 0.590
2023-07-14 10:50:56,852 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.931, mIoU: 0.590
2023-07-14 10:50:56,982 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.931, mIoU: 0.590
2023-07-14 10:50:57,113 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.931, mIoU: 0.591
2023-07-14 10:50:57,243 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.931, mIoU: 0.590
2023-07-14 10:51:31,979 semantic_segmentation INFO: Iters: 21610/50000 || Lr: 0.012018 || Task Loss: 0.3946 || KD Loss: 0.1336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1275|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:47:14 || Estimated Time: 1 day, 4:37:21
2023-07-14 10:52:06,440 semantic_segmentation INFO: Iters: 21620/50000 || Lr: 0.012014 || Task Loss: 0.4480 || KD Loss: 0.1680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:47:49 || Estimated Time: 1 day, 4:36:43
2023-07-14 10:52:40,946 semantic_segmentation INFO: Iters: 21630/50000 || Lr: 0.012010 || Task Loss: 0.3109 || KD Loss: 0.1140|| 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: 21:48:23 || Estimated Time: 1 day, 4:36:04
2023-07-14 10:53:15,257 semantic_segmentation INFO: Iters: 21640/50000 || Lr: 0.012006 || Task Loss: 0.2999 || KD Loss: 0.1219|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:48:58 || Estimated Time: 1 day, 4:35:25
2023-07-14 10:53:49,844 semantic_segmentation INFO: Iters: 21650/50000 || Lr: 0.012002 || Task Loss: 0.3163 || KD Loss: 0.0981|| 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: 21:49:32 || Estimated Time: 1 day, 4:34:47
2023-07-14 10:54:24,409 semantic_segmentation INFO: Iters: 21660/50000 || Lr: 0.011999 || Task Loss: 0.5017 || KD Loss: 0.2084|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:50:07 || Estimated Time: 1 day, 4:34:08
2023-07-14 10:54:59,014 semantic_segmentation INFO: Iters: 21670/50000 || Lr: 0.011995 || Task Loss: 0.3880 || KD Loss: 0.1845|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:50:42 || Estimated Time: 1 day, 4:33:30
2023-07-14 10:55:33,624 semantic_segmentation INFO: Iters: 21680/50000 || Lr: 0.011991 || Task Loss: 0.3237 || KD Loss: 0.1558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:51:16 || Estimated Time: 1 day, 4:32:51
2023-07-14 10:56:08,161 semantic_segmentation INFO: Iters: 21690/50000 || Lr: 0.011987 || Task Loss: 0.3469 || KD Loss: 0.1388|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:51:51 || Estimated Time: 1 day, 4:32:13
2023-07-14 10:56:42,700 semantic_segmentation INFO: Iters: 21700/50000 || Lr: 0.011983 || Task Loss: 0.3146 || KD Loss: 0.1187|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:52:25 || Estimated Time: 1 day, 4:31:34
2023-07-14 10:57:17,296 semantic_segmentation INFO: Iters: 21710/50000 || Lr: 0.011980 || Task Loss: 0.4087 || KD Loss: 0.1704|| 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: 21:53:00 || Estimated Time: 1 day, 4:30:55
2023-07-14 10:57:51,731 semantic_segmentation INFO: Iters: 21720/50000 || Lr: 0.011976 || Task Loss: 0.3023 || KD Loss: 0.1488|| 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: 21:53:34 || Estimated Time: 1 day, 4:30:17
2023-07-14 10:58:26,192 semantic_segmentation INFO: Iters: 21730/50000 || Lr: 0.011972 || Task Loss: 0.3845 || KD Loss: 0.1367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1225|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:54:09 || Estimated Time: 1 day, 4:29:38
2023-07-14 10:59:00,754 semantic_segmentation INFO: Iters: 21740/50000 || Lr: 0.011968 || Task Loss: 0.3441 || KD Loss: 0.1315|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:54:43 || Estimated Time: 1 day, 4:29:00
2023-07-14 10:59:35,287 semantic_segmentation INFO: Iters: 21750/50000 || Lr: 0.011964 || Task Loss: 0.3987 || KD Loss: 0.1604|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:55:18 || Estimated Time: 1 day, 4:28:21
2023-07-14 11:00:09,753 semantic_segmentation INFO: Iters: 21760/50000 || Lr: 0.011960 || Task Loss: 0.5762 || KD Loss: 0.3425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:55:52 || Estimated Time: 1 day, 4:27:42
2023-07-14 11:00:44,366 semantic_segmentation INFO: Iters: 21770/50000 || Lr: 0.011957 || Task Loss: 0.3976 || KD Loss: 0.1821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:56:27 || Estimated Time: 1 day, 4:27:04
2023-07-14 11:01:18,789 semantic_segmentation INFO: Iters: 21780/50000 || Lr: 0.011953 || Task Loss: 0.3451 || KD Loss: 0.1579|| 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: 21:57:01 || Estimated Time: 1 day, 4:26:25
2023-07-14 11:01:53,372 semantic_segmentation INFO: Iters: 21790/50000 || Lr: 0.011949 || Task Loss: 0.3490 || KD Loss: 0.1505|| 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: 21:57:36 || Estimated Time: 1 day, 4:25:47
2023-07-14 11:02:27,794 semantic_segmentation INFO: Iters: 21800/50000 || Lr: 0.011945 || Task Loss: 0.3642 || KD Loss: 0.1382|| 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: 21:58:10 || Estimated Time: 1 day, 4:25:08
2023-07-14 11:03:02,321 semantic_segmentation INFO: Iters: 21810/50000 || Lr: 0.011941 || Task Loss: 0.2815 || KD Loss: 0.1336|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:58:45 || Estimated Time: 1 day, 4:24:30
2023-07-14 11:03:36,629 semantic_segmentation INFO: Iters: 21820/50000 || Lr: 0.011938 || Task Loss: 0.2848 || KD Loss: 0.1016|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 21:59:19 || Estimated Time: 1 day, 4:23:51
2023-07-14 11:04:11,090 semantic_segmentation INFO: Iters: 21830/50000 || Lr: 0.011934 || Task Loss: 0.3254 || KD Loss: 0.1289|| 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: 21:59:54 || Estimated Time: 1 day, 4:23:12
2023-07-14 11:04:45,561 semantic_segmentation INFO: Iters: 21840/50000 || Lr: 0.011930 || Task Loss: 0.3547 || KD Loss: 0.2070|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:00:28 || Estimated Time: 1 day, 4:22:33
2023-07-14 11:05:19,905 semantic_segmentation INFO: Iters: 21850/50000 || Lr: 0.011926 || Task Loss: 0.2778 || KD Loss: 0.1077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:01:02 || Estimated Time: 1 day, 4:21:55
2023-07-14 11:05:54,422 semantic_segmentation INFO: Iters: 21860/50000 || Lr: 0.011922 || Task Loss: 0.4489 || KD Loss: 0.2416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:01:37 || Estimated Time: 1 day, 4:21:16
2023-07-14 11:06:28,975 semantic_segmentation INFO: Iters: 21870/50000 || Lr: 0.011919 || Task Loss: 0.4496 || KD Loss: 0.1611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:02:11 || Estimated Time: 1 day, 4:20:38
2023-07-14 11:07:03,374 semantic_segmentation INFO: Iters: 21880/50000 || Lr: 0.011915 || Task Loss: 0.3020 || KD Loss: 0.1153|| 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: 22:02:46 || Estimated Time: 1 day, 4:19:59
2023-07-14 11:07:37,773 semantic_segmentation INFO: Iters: 21890/50000 || Lr: 0.011911 || Task Loss: 0.4846 || KD Loss: 0.1695|| 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: 22:03:20 || Estimated Time: 1 day, 4:19:20
2023-07-14 11:08:12,167 semantic_segmentation INFO: Iters: 21900/50000 || Lr: 0.011907 || Task Loss: 0.2954 || KD Loss: 0.1082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:03:55 || Estimated Time: 1 day, 4:18:42
2023-07-14 11:08:46,393 semantic_segmentation INFO: Iters: 21910/50000 || Lr: 0.011903 || Task Loss: 0.2498 || KD Loss: 0.0969|| 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: 22:04:29 || Estimated Time: 1 day, 4:18:03
2023-07-14 11:09:20,717 semantic_segmentation INFO: Iters: 21920/50000 || Lr: 0.011899 || Task Loss: 0.3724 || KD Loss: 0.1413|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:05:03 || Estimated Time: 1 day, 4:17:24
2023-07-14 11:09:55,032 semantic_segmentation INFO: Iters: 21930/50000 || Lr: 0.011896 || Task Loss: 0.3423 || KD Loss: 0.1337|| 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: 22:05:38 || Estimated Time: 1 day, 4:16:45
2023-07-14 11:10:29,234 semantic_segmentation INFO: Iters: 21940/50000 || Lr: 0.011892 || Task Loss: 0.3761 || KD Loss: 0.1578|| 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: 22:06:12 || Estimated Time: 1 day, 4:16:06
2023-07-14 11:11:03,492 semantic_segmentation INFO: Iters: 21950/50000 || Lr: 0.011888 || Task Loss: 0.2632 || KD Loss: 0.1176|| 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: 22:06:46 || Estimated Time: 1 day, 4:15:28
2023-07-14 11:11:37,866 semantic_segmentation INFO: Iters: 21960/50000 || Lr: 0.011884 || Task Loss: 0.5484 || KD Loss: 0.2634|| 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: 22:07:20 || Estimated Time: 1 day, 4:14:49
2023-07-14 11:12:12,246 semantic_segmentation INFO: Iters: 21970/50000 || Lr: 0.011880 || Task Loss: 0.2969 || KD Loss: 0.1314|| 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: 22:07:55 || Estimated Time: 1 day, 4:14:10
2023-07-14 11:12:46,676 semantic_segmentation INFO: Iters: 21980/50000 || Lr: 0.011877 || Task Loss: 0.4226 || KD Loss: 0.1839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:08:29 || Estimated Time: 1 day, 4:13:31
2023-07-14 11:13:21,079 semantic_segmentation INFO: Iters: 21990/50000 || Lr: 0.011873 || Task Loss: 0.3162 || KD Loss: 0.1059|| 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: 22:09:04 || Estimated Time: 1 day, 4:12:53
2023-07-14 11:13:55,504 semantic_segmentation INFO: Iters: 22000/50000 || Lr: 0.011869 || Task Loss: 0.3320 || KD Loss: 0.1139|| 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: 22:09:38 || Estimated Time: 1 day, 4:12:14
2023-07-14 11:14:29,943 semantic_segmentation INFO: Iters: 22010/50000 || Lr: 0.011865 || Task Loss: 0.3597 || KD Loss: 0.1472|| 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: 22:10:12 || Estimated Time: 1 day, 4:11:36
2023-07-14 11:15:04,277 semantic_segmentation INFO: Iters: 22020/50000 || Lr: 0.011861 || Task Loss: 0.3147 || KD Loss: 0.1480|| 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: 22:10:47 || Estimated Time: 1 day, 4:10:57
2023-07-14 11:15:38,671 semantic_segmentation INFO: Iters: 22030/50000 || Lr: 0.011858 || Task Loss: 0.5096 || KD Loss: 0.2759|| 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: 22:11:21 || Estimated Time: 1 day, 4:10:18
2023-07-14 11:16:13,084 semantic_segmentation INFO: Iters: 22040/50000 || Lr: 0.011854 || Task Loss: 0.3748 || KD Loss: 0.2701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:11:56 || Estimated Time: 1 day, 4:09:40
2023-07-14 11:16:47,539 semantic_segmentation INFO: Iters: 22050/50000 || Lr: 0.011850 || Task Loss: 0.3003 || KD Loss: 0.1084|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:12:30 || Estimated Time: 1 day, 4:09:01
2023-07-14 11:17:21,952 semantic_segmentation INFO: Iters: 22060/50000 || Lr: 0.011846 || Task Loss: 0.2893 || KD Loss: 0.0806|| 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: 22:13:04 || Estimated Time: 1 day, 4:08:23
2023-07-14 11:17:56,374 semantic_segmentation INFO: Iters: 22070/50000 || Lr: 0.011842 || Task Loss: 0.4936 || KD Loss: 0.1641|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:13:39 || Estimated Time: 1 day, 4:07:44
2023-07-14 11:18:30,759 semantic_segmentation INFO: Iters: 22080/50000 || Lr: 0.011838 || Task Loss: 0.4757 || KD Loss: 0.1844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1286|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:14:13 || Estimated Time: 1 day, 4:07:05
2023-07-14 11:19:05,165 semantic_segmentation INFO: Iters: 22090/50000 || Lr: 0.011835 || Task Loss: 0.4237 || KD Loss: 0.1759|| 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: 22:14:48 || Estimated Time: 1 day, 4:06:27
2023-07-14 11:19:39,533 semantic_segmentation INFO: Iters: 22100/50000 || Lr: 0.011831 || Task Loss: 0.3117 || KD Loss: 0.1081|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1188|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:15:22 || Estimated Time: 1 day, 4:05:48
2023-07-14 11:20:13,987 semantic_segmentation INFO: Iters: 22110/50000 || Lr: 0.011827 || Task Loss: 0.3090 || KD Loss: 0.1790|| 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: 22:15:56 || Estimated Time: 1 day, 4:05:10
2023-07-14 11:20:48,382 semantic_segmentation INFO: Iters: 22120/50000 || Lr: 0.011823 || Task Loss: 0.3090 || KD Loss: 0.1061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:16:31 || Estimated Time: 1 day, 4:04:31
2023-07-14 11:21:22,624 semantic_segmentation INFO: Iters: 22130/50000 || Lr: 0.011819 || Task Loss: 0.2952 || KD Loss: 0.1146|| 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: 22:17:05 || Estimated Time: 1 day, 4:03:52
2023-07-14 11:21:56,876 semantic_segmentation INFO: Iters: 22140/50000 || Lr: 0.011816 || Task Loss: 0.3461 || KD Loss: 0.1223|| 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: 22:17:39 || Estimated Time: 1 day, 4:03:13
2023-07-14 11:22:31,307 semantic_segmentation INFO: Iters: 22150/50000 || Lr: 0.011812 || Task Loss: 0.3464 || KD Loss: 0.1191|| 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: 22:18:14 || Estimated Time: 1 day, 4:02:35
2023-07-14 11:23:05,598 semantic_segmentation INFO: Iters: 22160/50000 || Lr: 0.011808 || Task Loss: 0.3127 || KD Loss: 0.1220|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:18:48 || Estimated Time: 1 day, 4:01:56
2023-07-14 11:23:39,700 semantic_segmentation INFO: Iters: 22170/50000 || Lr: 0.011804 || Task Loss: 0.3174 || KD Loss: 0.1286|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:19:22 || Estimated Time: 1 day, 4:01:17
2023-07-14 11:24:13,932 semantic_segmentation INFO: Iters: 22180/50000 || Lr: 0.011800 || Task Loss: 0.2730 || KD Loss: 0.1007|| 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: 22:19:56 || Estimated Time: 1 day, 4:00:39
2023-07-14 11:24:48,184 semantic_segmentation INFO: Iters: 22190/50000 || Lr: 0.011796 || Task Loss: 0.3925 || KD Loss: 0.1634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 4:00:00
2023-07-14 11:25:22,424 semantic_segmentation INFO: Iters: 22200/50000 || Lr: 0.011793 || Task Loss: 0.2379 || KD Loss: 0.0899|| 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: 22:21:05 || Estimated Time: 1 day, 3:59:21
2023-07-14 11:25:56,613 semantic_segmentation INFO: Iters: 22210/50000 || Lr: 0.011789 || Task Loss: 0.3053 || KD Loss: 0.1329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:21:39 || Estimated Time: 1 day, 3:58:42
2023-07-14 11:26:30,983 semantic_segmentation INFO: Iters: 22220/50000 || Lr: 0.011785 || Task Loss: 0.2950 || KD Loss: 0.1009|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1189|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:22:13 || Estimated Time: 1 day, 3:58:04
2023-07-14 11:27:05,379 semantic_segmentation INFO: Iters: 22230/50000 || Lr: 0.011781 || Task Loss: 0.3776 || KD Loss: 0.1548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:22:48 || Estimated Time: 1 day, 3:57:25
2023-07-14 11:27:39,592 semantic_segmentation INFO: Iters: 22240/50000 || Lr: 0.011777 || Task Loss: 0.3989 || KD Loss: 0.1998|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:23:22 || Estimated Time: 1 day, 3:56:46
2023-07-14 11:28:13,915 semantic_segmentation INFO: Iters: 22250/50000 || Lr: 0.011774 || Task Loss: 0.3833 || KD Loss: 0.1854|| 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: 22:23:56 || Estimated Time: 1 day, 3:56:08
2023-07-14 11:28:48,387 semantic_segmentation INFO: Iters: 22260/50000 || Lr: 0.011770 || Task Loss: 0.3713 || KD Loss: 0.1642|| 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: 22:24:31 || Estimated Time: 1 day, 3:55:29
2023-07-14 11:29:22,657 semantic_segmentation INFO: Iters: 22270/50000 || Lr: 0.011766 || Task Loss: 0.2575 || KD Loss: 0.0859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:25:05 || Estimated Time: 1 day, 3:54:51
2023-07-14 11:29:57,032 semantic_segmentation INFO: Iters: 22280/50000 || Lr: 0.011762 || Task Loss: 0.2859 || KD Loss: 0.1123|| 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: 22:25:40 || Estimated Time: 1 day, 3:54:12
2023-07-14 11:30:31,479 semantic_segmentation INFO: Iters: 22290/50000 || Lr: 0.011758 || Task Loss: 0.3199 || KD Loss: 0.1144|| 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: 22:26:14 || Estimated Time: 1 day, 3:53:33
2023-07-14 11:31:05,796 semantic_segmentation INFO: Iters: 22300/50000 || Lr: 0.011754 || Task Loss: 0.3739 || KD Loss: 0.1427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:26:48 || Estimated Time: 1 day, 3:52:55
2023-07-14 11:31:40,119 semantic_segmentation INFO: Iters: 22310/50000 || Lr: 0.011751 || Task Loss: 0.3025 || KD Loss: 0.1333|| 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: 22:27:23 || Estimated Time: 1 day, 3:52:16
2023-07-14 11:32:14,483 semantic_segmentation INFO: Iters: 22320/50000 || Lr: 0.011747 || Task Loss: 0.3480 || KD Loss: 0.1345|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 3:51:38
2023-07-14 11:32:48,801 semantic_segmentation INFO: Iters: 22330/50000 || Lr: 0.011743 || Task Loss: 0.3854 || KD Loss: 0.1393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:28:31 || Estimated Time: 1 day, 3:50:59
2023-07-14 11:33:23,074 semantic_segmentation INFO: Iters: 22340/50000 || Lr: 0.011739 || Task Loss: 0.3422 || KD Loss: 0.1364|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:29:06 || Estimated Time: 1 day, 3:50:20
2023-07-14 11:33:57,327 semantic_segmentation INFO: Iters: 22350/50000 || Lr: 0.011735 || Task Loss: 0.3969 || KD Loss: 0.1665|| 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: 22:29:40 || Estimated Time: 1 day, 3:49:42
2023-07-14 11:34:31,710 semantic_segmentation INFO: Iters: 22360/50000 || Lr: 0.011732 || Task Loss: 0.3605 || KD Loss: 0.1178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:30:14 || Estimated Time: 1 day, 3:49:03
2023-07-14 11:35:06,056 semantic_segmentation INFO: Iters: 22370/50000 || Lr: 0.011728 || Task Loss: 0.3897 || KD Loss: 0.1287|| 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: 22:30:49 || Estimated Time: 1 day, 3:48:25
2023-07-14 11:35:40,278 semantic_segmentation INFO: Iters: 22380/50000 || Lr: 0.011724 || Task Loss: 0.2966 || KD Loss: 0.1163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:31:23 || Estimated Time: 1 day, 3:47:46
2023-07-14 11:36:14,451 semantic_segmentation INFO: Iters: 22390/50000 || Lr: 0.011720 || Task Loss: 0.4501 || KD Loss: 0.2109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:31:57 || Estimated Time: 1 day, 3:47:07
2023-07-14 11:36:48,541 semantic_segmentation INFO: Iters: 22400/50000 || Lr: 0.011716 || Task Loss: 0.2198 || KD Loss: 0.0881|| 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: 22:32:31 || Estimated Time: 1 day, 3:46:28
2023-07-14 11:36:48,611 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 11:36:49,154 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.893, mIoU: 0.341
2023-07-14 11:36:49,286 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.931, mIoU: 0.429
2023-07-14 11:36:49,418 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.939, mIoU: 0.442
2023-07-14 11:36:49,548 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.943, mIoU: 0.470
2023-07-14 11:36:49,675 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.946, mIoU: 0.462
2023-07-14 11:36:49,798 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.946, mIoU: 0.464
2023-07-14 11:36:49,923 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.944, mIoU: 0.469
2023-07-14 11:36:50,045 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.945, mIoU: 0.479
2023-07-14 11:36:50,165 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.944, mIoU: 0.482
2023-07-14 11:36:50,282 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.941, mIoU: 0.500
2023-07-14 11:36:50,410 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.941, mIoU: 0.504
2023-07-14 11:36:50,542 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.937, mIoU: 0.536
2023-07-14 11:36:50,670 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.935, mIoU: 0.542
2023-07-14 11:36:50,796 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.934, mIoU: 0.538
2023-07-14 11:36:50,918 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.931, mIoU: 0.536
2023-07-14 11:36:51,044 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.931, mIoU: 0.531
2023-07-14 11:36:51,169 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.930, mIoU: 0.528
2023-07-14 11:36:51,295 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.931, mIoU: 0.533
2023-07-14 11:36:51,420 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.929, mIoU: 0.538
2023-07-14 11:36:51,547 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.929, mIoU: 0.544
2023-07-14 11:36:51,676 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.930, mIoU: 0.545
2023-07-14 11:36:51,806 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.923, mIoU: 0.541
2023-07-14 11:36:51,932 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.921, mIoU: 0.537
2023-07-14 11:36:52,056 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.922, mIoU: 0.544
2023-07-14 11:36:52,180 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.920, mIoU: 0.555
2023-07-14 11:36:52,304 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.920, mIoU: 0.559
2023-07-14 11:36:52,427 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.919, mIoU: 0.555
2023-07-14 11:36:52,545 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.919, mIoU: 0.552
2023-07-14 11:36:52,672 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.919, mIoU: 0.561
2023-07-14 11:36:52,806 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.919, mIoU: 0.563
2023-07-14 11:36:52,934 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.918, mIoU: 0.560
2023-07-14 11:36:53,064 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.918, mIoU: 0.561
2023-07-14 11:36:53,193 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.919, mIoU: 0.564
2023-07-14 11:36:53,324 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.919, mIoU: 0.562
2023-07-14 11:36:53,452 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.918, mIoU: 0.564
2023-07-14 11:36:53,578 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.919, mIoU: 0.563
2023-07-14 11:36:53,700 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.919, mIoU: 0.562
2023-07-14 11:36:53,823 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.917, mIoU: 0.560
2023-07-14 11:36:53,945 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.916, mIoU: 0.558
2023-07-14 11:36:54,067 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.917, mIoU: 0.560
2023-07-14 11:36:54,185 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.918, mIoU: 0.560
2023-07-14 11:36:54,313 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.919, mIoU: 0.560
2023-07-14 11:36:54,446 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.919, mIoU: 0.560
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2023-07-14 11:36:54,706 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.920, mIoU: 0.559
2023-07-14 11:36:54,833 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.920, mIoU: 0.560
2023-07-14 11:36:54,963 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.921, mIoU: 0.560
2023-07-14 11:36:55,093 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.922, mIoU: 0.559
2023-07-14 11:36:55,219 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.922, mIoU: 0.564
2023-07-14 11:36:55,344 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.922, mIoU: 0.566
2023-07-14 11:36:55,467 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.922, mIoU: 0.566
2023-07-14 11:36:55,590 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.922, mIoU: 0.573
2023-07-14 11:36:55,713 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.921, mIoU: 0.572
2023-07-14 11:36:55,836 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.922, mIoU: 0.575
2023-07-14 11:36:55,962 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.921, mIoU: 0.575
2023-07-14 11:36:56,091 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.921, mIoU: 0.574
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2023-07-14 11:36:56,343 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.922, mIoU: 0.580
2023-07-14 11:36:56,470 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.922, mIoU: 0.583
2023-07-14 11:36:56,600 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.922, mIoU: 0.582
2023-07-14 11:36:56,731 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.922, mIoU: 0.586
2023-07-14 11:36:56,857 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.922, mIoU: 0.588
2023-07-14 11:36:56,980 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.921, mIoU: 0.585
2023-07-14 11:36:57,102 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.921, mIoU: 0.589
2023-07-14 11:36:57,223 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.921, mIoU: 0.591
2023-07-14 11:36:57,342 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.920, mIoU: 0.590
2023-07-14 11:36:57,458 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.919, mIoU: 0.589
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2023-07-14 11:36:57,720 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.919, mIoU: 0.588
2023-07-14 11:36:57,850 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.919, mIoU: 0.589
2023-07-14 11:36:57,980 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.920, mIoU: 0.589
2023-07-14 11:36:58,114 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.920, mIoU: 0.588
2023-07-14 11:36:58,240 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.920, mIoU: 0.585
2023-07-14 11:36:58,367 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.920, mIoU: 0.584
2023-07-14 11:36:58,490 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.919, mIoU: 0.582
2023-07-14 11:36:58,614 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.919, mIoU: 0.580
2023-07-14 11:36:58,739 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.920, mIoU: 0.580
2023-07-14 11:36:58,862 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.919, mIoU: 0.580
2023-07-14 11:36:58,981 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.918, mIoU: 0.579
2023-07-14 11:36:59,098 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.918, mIoU: 0.580
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2023-07-14 11:36:59,624 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.917, mIoU: 0.578
2023-07-14 11:36:59,757 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.915, mIoU: 0.574
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2023-07-14 11:37:00,015 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.915, mIoU: 0.574
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2023-07-14 11:37:00,511 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.915, mIoU: 0.572
2023-07-14 11:37:00,631 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.914, mIoU: 0.570
2023-07-14 11:37:00,749 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.914, mIoU: 0.569
2023-07-14 11:37:00,882 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.914, mIoU: 0.570
2023-07-14 11:37:01,016 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.915, mIoU: 0.570
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2023-07-14 11:37:01,269 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.914, mIoU: 0.570
2023-07-14 11:37:01,392 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.915, mIoU: 0.569
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2023-07-14 11:37:01,751 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.912, mIoU: 0.571
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2023-07-14 11:37:02,013 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.912, mIoU: 0.571
2023-07-14 11:37:02,143 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.912, mIoU: 0.571
2023-07-14 11:37:02,272 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.912, mIoU: 0.571
2023-07-14 11:37:02,396 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.913, mIoU: 0.571
2023-07-14 11:37:02,524 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.913, mIoU: 0.571
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2023-07-14 11:37:02,780 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.914, mIoU: 0.572
2023-07-14 11:37:02,908 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.913, mIoU: 0.572
2023-07-14 11:37:03,037 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.913, mIoU: 0.572
2023-07-14 11:37:03,164 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.913, mIoU: 0.572
2023-07-14 11:37:03,290 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.914, mIoU: 0.572
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2023-07-14 11:37:03,792 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.914, mIoU: 0.569
2023-07-14 11:37:03,921 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.913, mIoU: 0.568
2023-07-14 11:37:04,055 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.913, mIoU: 0.571
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2023-07-14 11:37:04,431 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.914, mIoU: 0.570
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2023-07-14 11:37:04,683 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.914, mIoU: 0.573
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2023-07-14 11:37:04,927 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.914, mIoU: 0.576
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2023-07-14 11:37:05,434 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.915, mIoU: 0.578
2023-07-14 11:37:05,563 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.915, mIoU: 0.578
2023-07-14 11:37:05,694 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.915, mIoU: 0.578
2023-07-14 11:37:05,822 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.916, mIoU: 0.578
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2023-07-14 11:37:06,076 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.916, mIoU: 0.577
2023-07-14 11:37:06,202 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.917, mIoU: 0.577
2023-07-14 11:37:06,327 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.917, mIoU: 0.577
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2023-07-14 11:37:07,694 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.916, mIoU: 0.577
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2023-07-14 11:37:08,085 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.916, mIoU: 0.579
2023-07-14 11:37:08,214 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.916, mIoU: 0.579
2023-07-14 11:37:08,337 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.916, mIoU: 0.578
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2023-07-14 11:37:39,753 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.926, mIoU: 0.577
2023-07-14 11:37:39,874 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.926, mIoU: 0.577
2023-07-14 11:37:40,004 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.926, mIoU: 0.577
2023-07-14 11:37:40,135 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.926, mIoU: 0.577
2023-07-14 11:37:40,264 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.926, mIoU: 0.577
2023-07-14 11:37:40,386 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.926, mIoU: 0.578
2023-07-14 11:37:40,509 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.926, mIoU: 0.578
2023-07-14 11:37:40,631 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.926, mIoU: 0.578
2023-07-14 11:37:40,752 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.926, mIoU: 0.578
2023-07-14 11:37:40,871 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.926, mIoU: 0.578
2023-07-14 11:37:40,998 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.926, mIoU: 0.578
2023-07-14 11:37:41,133 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-14 11:37:41,263 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.926, mIoU: 0.579
2023-07-14 11:37:41,393 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.927, mIoU: 0.579
2023-07-14 11:37:41,524 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.927, mIoU: 0.579
2023-07-14 11:37:41,653 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.927, mIoU: 0.579
2023-07-14 11:37:41,781 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.927, mIoU: 0.579
2023-07-14 11:37:41,908 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.927, mIoU: 0.579
2023-07-14 11:37:42,032 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.927, mIoU: 0.580
2023-07-14 11:37:42,156 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.927, mIoU: 0.580
2023-07-14 11:37:42,279 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.927, mIoU: 0.580
2023-07-14 11:37:42,399 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.927, mIoU: 0.580
2023-07-14 11:37:42,516 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.927, mIoU: 0.580
2023-07-14 11:37:42,646 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.927, mIoU: 0.580
2023-07-14 11:37:42,779 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.927, mIoU: 0.580
2023-07-14 11:37:42,912 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.927, mIoU: 0.580
2023-07-14 11:37:43,040 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.928, mIoU: 0.580
2023-07-14 11:37:43,170 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.928, mIoU: 0.580
2023-07-14 11:37:43,299 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.928, mIoU: 0.580
2023-07-14 11:37:43,427 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.928, mIoU: 0.580
2023-07-14 11:37:43,551 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.928, mIoU: 0.581
2023-07-14 11:37:43,676 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.928, mIoU: 0.581
2023-07-14 11:37:43,802 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.928, mIoU: 0.581
2023-07-14 11:37:43,927 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.928, mIoU: 0.581
2023-07-14 11:37:44,049 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.928, mIoU: 0.581
2023-07-14 11:37:44,169 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.928, mIoU: 0.581
2023-07-14 11:37:44,302 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.928, mIoU: 0.581
2023-07-14 11:37:44,436 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.929, mIoU: 0.581
2023-07-14 11:37:44,565 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.929, mIoU: 0.581
2023-07-14 11:37:44,689 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.929, mIoU: 0.581
2023-07-14 11:37:44,813 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.929, mIoU: 0.581
2023-07-14 11:37:44,935 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.929, mIoU: 0.581
2023-07-14 11:37:45,054 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.929, mIoU: 0.581
2023-07-14 11:37:45,172 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.929, mIoU: 0.581
2023-07-14 11:37:45,302 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.929, mIoU: 0.582
2023-07-14 11:37:45,435 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.929, mIoU: 0.582
2023-07-14 11:37:45,566 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.929, mIoU: 0.582
2023-07-14 11:37:45,694 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.929, mIoU: 0.582
2023-07-14 11:37:45,820 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.929, mIoU: 0.582
2023-07-14 11:37:45,951 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.929, mIoU: 0.582
2023-07-14 11:37:46,085 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.929, mIoU: 0.582
2023-07-14 11:37:46,214 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.929, mIoU: 0.582
2023-07-14 11:37:46,339 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.929, mIoU: 0.582
2023-07-14 11:37:46,463 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.930, mIoU: 0.582
2023-07-14 11:37:46,585 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.930, mIoU: 0.582
2023-07-14 11:37:46,707 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.930, mIoU: 0.584
2023-07-14 11:37:46,828 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.930, mIoU: 0.584
2023-07-14 11:37:46,957 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.930, mIoU: 0.584
2023-07-14 11:37:47,089 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.930, mIoU: 0.584
2023-07-14 11:37:47,220 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.930, mIoU: 0.584
2023-07-14 11:37:47,344 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.930, mIoU: 0.584
2023-07-14 11:37:47,471 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.930, mIoU: 0.584
2023-07-14 11:37:47,600 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.930, mIoU: 0.584
2023-07-14 11:37:47,728 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-14 11:37:47,850 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-14 11:37:47,976 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-14 11:37:48,104 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-14 11:37:48,232 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-14 11:37:48,361 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-14 11:37:48,489 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-14 11:37:48,619 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-14 11:37:48,749 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-14 11:37:48,874 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-14 11:37:48,999 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.930, mIoU: 0.584
2023-07-14 11:37:49,124 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.930, mIoU: 0.584
2023-07-14 11:37:49,249 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.930, mIoU: 0.584
2023-07-14 11:37:49,376 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-14 11:37:49,505 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-14 11:37:49,633 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-14 11:37:49,761 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-14 11:37:49,887 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-14 11:37:50,013 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-14 11:37:50,142 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-14 11:37:50,270 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-14 11:37:50,395 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-14 11:37:50,519 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.931, mIoU: 0.585
2023-07-14 11:37:50,644 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-14 11:37:50,772 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-14 11:37:50,899 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.930, mIoU: 0.585
2023-07-14 11:37:51,028 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.931, mIoU: 0.585
2023-07-14 11:37:51,163 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.931, mIoU: 0.585
2023-07-14 11:37:51,291 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.931, mIoU: 0.586
2023-07-14 11:37:51,422 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.931, mIoU: 0.586
2023-07-14 11:37:51,549 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.931, mIoU: 0.586
2023-07-14 11:37:51,674 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.931, mIoU: 0.585
2023-07-14 11:37:51,798 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.931, mIoU: 0.586
2023-07-14 11:37:51,922 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.931, mIoU: 0.586
2023-07-14 11:37:52,047 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.931, mIoU: 0.586
2023-07-14 11:37:52,172 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.931, mIoU: 0.586
2023-07-14 11:37:52,303 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.931, mIoU: 0.586
2023-07-14 11:37:52,437 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.931, mIoU: 0.586
2023-07-14 11:38:26,902 semantic_segmentation INFO: Iters: 22410/50000 || Lr: 0.011712 || Task Loss: 0.3458 || KD Loss: 0.1451|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:34:09 || Estimated Time: 1 day, 3:47:09
2023-07-14 11:39:01,065 semantic_segmentation INFO: Iters: 22420/50000 || Lr: 0.011709 || Task Loss: 0.2582 || KD Loss: 0.0895|| 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: 22:34:44 || Estimated Time: 1 day, 3:46:30
2023-07-14 11:39:35,236 semantic_segmentation INFO: Iters: 22430/50000 || Lr: 0.011705 || Task Loss: 0.2593 || KD Loss: 0.0963|| 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: 22:35:18 || Estimated Time: 1 day, 3:45:51
2023-07-14 11:40:09,624 semantic_segmentation INFO: Iters: 22440/50000 || Lr: 0.011701 || Task Loss: 0.2625 || KD Loss: 0.1050|| 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: 22:35:52 || Estimated Time: 1 day, 3:45:12
2023-07-14 11:40:43,928 semantic_segmentation INFO: Iters: 22450/50000 || Lr: 0.011697 || Task Loss: 0.2758 || KD Loss: 0.0881|| 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: 22:36:26 || Estimated Time: 1 day, 3:44:34
2023-07-14 11:41:18,048 semantic_segmentation INFO: Iters: 22460/50000 || Lr: 0.011693 || Task Loss: 0.3649 || KD Loss: 0.1621|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:37:01 || Estimated Time: 1 day, 3:43:55
2023-07-14 11:41:52,380 semantic_segmentation INFO: Iters: 22470/50000 || Lr: 0.011690 || Task Loss: 0.3019 || KD Loss: 0.1495|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:37:35 || Estimated Time: 1 day, 3:43:16
2023-07-14 11:42:26,635 semantic_segmentation INFO: Iters: 22480/50000 || Lr: 0.011686 || Task Loss: 0.3554 || KD Loss: 0.1410|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:38:09 || Estimated Time: 1 day, 3:42:38
2023-07-14 11:43:00,842 semantic_segmentation INFO: Iters: 22490/50000 || Lr: 0.011682 || Task Loss: 0.3039 || KD Loss: 0.1165|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:38:43 || Estimated Time: 1 day, 3:41:59
2023-07-14 11:43:35,180 semantic_segmentation INFO: Iters: 22500/50000 || Lr: 0.011678 || Task Loss: 0.4015 || KD Loss: 0.1501|| 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: 22:39:18 || Estimated Time: 1 day, 3:41:20
2023-07-14 11:44:09,453 semantic_segmentation INFO: Iters: 22510/50000 || Lr: 0.011674 || Task Loss: 0.2836 || KD Loss: 0.0994|| 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: 22:39:52 || Estimated Time: 1 day, 3:40:42
2023-07-14 11:44:43,825 semantic_segmentation INFO: Iters: 22520/50000 || Lr: 0.011670 || Task Loss: 0.3305 || KD Loss: 0.1271|| 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: 22:40:26 || Estimated Time: 1 day, 3:40:03
2023-07-14 11:45:18,133 semantic_segmentation INFO: Iters: 22530/50000 || Lr: 0.011667 || Task Loss: 0.3648 || KD Loss: 0.1312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:41:01 || Estimated Time: 1 day, 3:39:24
2023-07-14 11:45:52,392 semantic_segmentation INFO: Iters: 22540/50000 || Lr: 0.011663 || Task Loss: 0.4284 || KD Loss: 0.1816|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:41:35 || Estimated Time: 1 day, 3:38:46
2023-07-14 11:46:26,531 semantic_segmentation INFO: Iters: 22550/50000 || Lr: 0.011659 || Task Loss: 0.3873 || KD Loss: 0.2178|| 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: 22:42:09 || Estimated Time: 1 day, 3:38:07
2023-07-14 11:47:00,861 semantic_segmentation INFO: Iters: 22560/50000 || Lr: 0.011655 || Task Loss: 0.2278 || KD Loss: 0.1047|| 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: 22:42:43 || Estimated Time: 1 day, 3:37:28
2023-07-14 11:47:35,186 semantic_segmentation INFO: Iters: 22570/50000 || Lr: 0.011651 || Task Loss: 0.3471 || KD Loss: 0.1360|| 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: 22:43:18 || Estimated Time: 1 day, 3:36:50
2023-07-14 11:48:09,617 semantic_segmentation INFO: Iters: 22580/50000 || Lr: 0.011647 || Task Loss: 0.3504 || KD Loss: 0.1399|| 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: 22:43:52 || Estimated Time: 1 day, 3:36:11
2023-07-14 11:48:43,892 semantic_segmentation INFO: Iters: 22590/50000 || Lr: 0.011644 || Task Loss: 0.3625 || KD Loss: 0.1160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:44:26 || Estimated Time: 1 day, 3:35:33
2023-07-14 11:49:18,235 semantic_segmentation INFO: Iters: 22600/50000 || Lr: 0.011640 || Task Loss: 0.3543 || KD Loss: 0.1440|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:45:01 || Estimated Time: 1 day, 3:34:54
2023-07-14 11:49:52,313 semantic_segmentation INFO: Iters: 22610/50000 || Lr: 0.011636 || Task Loss: 0.3570 || KD Loss: 0.1917|| 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: 22:45:35 || Estimated Time: 1 day, 3:34:15
2023-07-14 11:50:26,670 semantic_segmentation INFO: Iters: 22620/50000 || Lr: 0.011632 || Task Loss: 0.3516 || KD Loss: 0.1206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:46:09 || Estimated Time: 1 day, 3:33:37
2023-07-14 11:51:00,904 semantic_segmentation INFO: Iters: 22630/50000 || Lr: 0.011628 || Task Loss: 0.2905 || KD Loss: 0.1035|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:46:43 || Estimated Time: 1 day, 3:32:58
2023-07-14 11:51:35,138 semantic_segmentation INFO: Iters: 22640/50000 || Lr: 0.011625 || Task Loss: 0.3113 || KD Loss: 0.1291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:47:18 || Estimated Time: 1 day, 3:32:20
2023-07-14 11:52:09,518 semantic_segmentation INFO: Iters: 22650/50000 || Lr: 0.011621 || Task Loss: 0.2927 || KD Loss: 0.1277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:47:52 || Estimated Time: 1 day, 3:31:41
2023-07-14 11:52:43,861 semantic_segmentation INFO: Iters: 22660/50000 || Lr: 0.011617 || Task Loss: 0.2897 || KD Loss: 0.0985|| 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: 22:48:26 || Estimated Time: 1 day, 3:31:03
2023-07-14 11:53:18,184 semantic_segmentation INFO: Iters: 22670/50000 || Lr: 0.011613 || Task Loss: 0.2763 || KD Loss: 0.1284|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:49:01 || Estimated Time: 1 day, 3:30:24
2023-07-14 11:53:52,618 semantic_segmentation INFO: Iters: 22680/50000 || Lr: 0.011609 || Task Loss: 0.3432 || KD Loss: 0.1234|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:49:35 || Estimated Time: 1 day, 3:29:46
2023-07-14 11:54:27,080 semantic_segmentation INFO: Iters: 22690/50000 || Lr: 0.011605 || Task Loss: 0.4779 || KD Loss: 0.1627|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:50:10 || Estimated Time: 1 day, 3:29:07
2023-07-14 11:55:01,531 semantic_segmentation INFO: Iters: 22700/50000 || Lr: 0.011602 || Task Loss: 0.2699 || KD Loss: 0.0801|| 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: 22:50:44 || Estimated Time: 1 day, 3:28:29
2023-07-14 11:55:35,936 semantic_segmentation INFO: Iters: 22710/50000 || Lr: 0.011598 || Task Loss: 0.4637 || KD Loss: 0.2332|| 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: 22:51:18 || Estimated Time: 1 day, 3:27:50
2023-07-14 11:56:10,357 semantic_segmentation INFO: Iters: 22720/50000 || Lr: 0.011594 || Task Loss: 0.3182 || KD Loss: 0.1300|| 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: 22:51:53 || Estimated Time: 1 day, 3:27:12
2023-07-14 11:56:44,770 semantic_segmentation INFO: Iters: 22730/50000 || Lr: 0.011590 || Task Loss: 0.3106 || KD Loss: 0.1028|| 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: 22:52:27 || Estimated Time: 1 day, 3:26:34
2023-07-14 11:57:19,255 semantic_segmentation INFO: Iters: 22740/50000 || Lr: 0.011586 || Task Loss: 0.3650 || KD Loss: 0.1684|| 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: 22:53:02 || Estimated Time: 1 day, 3:25:55
2023-07-14 11:57:53,489 semantic_segmentation INFO: Iters: 22750/50000 || Lr: 0.011582 || Task Loss: 0.2332 || KD Loss: 0.1164|| 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: 22:53:36 || Estimated Time: 1 day, 3:25:17
2023-07-14 11:58:27,913 semantic_segmentation INFO: Iters: 22760/50000 || Lr: 0.011579 || Task Loss: 0.3816 || KD Loss: 0.1364|| 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: 22:54:10 || Estimated Time: 1 day, 3:24:38
2023-07-14 11:59:02,190 semantic_segmentation INFO: Iters: 22770/50000 || Lr: 0.011575 || Task Loss: 0.3704 || KD Loss: 0.1578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:54:45 || Estimated Time: 1 day, 3:24:00
2023-07-14 11:59:36,477 semantic_segmentation INFO: Iters: 22780/50000 || Lr: 0.011571 || Task Loss: 0.4543 || KD Loss: 0.1814|| 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: 22:55:19 || Estimated Time: 1 day, 3:23:21
2023-07-14 12:00:10,783 semantic_segmentation INFO: Iters: 22790/50000 || Lr: 0.011567 || Task Loss: 0.2952 || KD Loss: 0.1100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1194|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:55:53 || Estimated Time: 1 day, 3:22:43
2023-07-14 12:00:45,157 semantic_segmentation INFO: Iters: 22800/50000 || Lr: 0.011563 || Task Loss: 0.2864 || KD Loss: 0.1113|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:56:28 || Estimated Time: 1 day, 3:22:04
2023-07-14 12:01:19,520 semantic_segmentation INFO: Iters: 22810/50000 || Lr: 0.011560 || Task Loss: 0.3014 || KD Loss: 0.1051|| 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: 22:57:02 || Estimated Time: 1 day, 3:21:26
2023-07-14 12:01:53,818 semantic_segmentation INFO: Iters: 22820/50000 || Lr: 0.011556 || Task Loss: 0.3597 || KD Loss: 0.1483|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:57:36 || Estimated Time: 1 day, 3:20:47
2023-07-14 12:02:28,133 semantic_segmentation INFO: Iters: 22830/50000 || Lr: 0.011552 || Task Loss: 0.2317 || KD Loss: 0.0909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:58:11 || Estimated Time: 1 day, 3:20:09
2023-07-14 12:03:02,388 semantic_segmentation INFO: Iters: 22840/50000 || Lr: 0.011548 || Task Loss: 0.2819 || KD Loss: 0.0888|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:58:45 || Estimated Time: 1 day, 3:19:30
2023-07-14 12:03:36,598 semantic_segmentation INFO: Iters: 22850/50000 || Lr: 0.011544 || Task Loss: 0.2948 || KD Loss: 0.1163|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:59:19 || Estimated Time: 1 day, 3:18:52
2023-07-14 12:04:10,678 semantic_segmentation INFO: Iters: 22860/50000 || Lr: 0.011540 || Task Loss: 0.3596 || KD Loss: 0.1320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 22:59:53 || Estimated Time: 1 day, 3:18:13
2023-07-14 12:04:44,810 semantic_segmentation INFO: Iters: 22870/50000 || Lr: 0.011537 || Task Loss: 0.2644 || KD Loss: 0.0926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 3:17:34
2023-07-14 12:05:18,998 semantic_segmentation INFO: Iters: 22880/50000 || Lr: 0.011533 || Task Loss: 0.3070 || KD Loss: 0.1280|| 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: 23:01:01 || Estimated Time: 1 day, 3:16:56
2023-07-14 12:05:53,122 semantic_segmentation INFO: Iters: 22890/50000 || Lr: 0.011529 || Task Loss: 0.4488 || KD Loss: 0.3056|| 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: 23:01:36 || Estimated Time: 1 day, 3:16:17
2023-07-14 12:06:27,434 semantic_segmentation INFO: Iters: 22900/50000 || Lr: 0.011525 || Task Loss: 0.4515 || KD Loss: 0.1672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:02:10 || Estimated Time: 1 day, 3:15:38
2023-07-14 12:07:01,816 semantic_segmentation INFO: Iters: 22910/50000 || Lr: 0.011521 || Task Loss: 0.3039 || KD Loss: 0.1364|| 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: 23:02:44 || Estimated Time: 1 day, 3:15:00
2023-07-14 12:07:36,119 semantic_segmentation INFO: Iters: 22920/50000 || Lr: 0.011517 || Task Loss: 0.3317 || KD Loss: 0.1307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:03:19 || Estimated Time: 1 day, 3:14:22
2023-07-14 12:08:10,500 semantic_segmentation INFO: Iters: 22930/50000 || Lr: 0.011514 || Task Loss: 0.2767 || KD Loss: 0.1014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:03:53 || Estimated Time: 1 day, 3:13:43
2023-07-14 12:08:44,819 semantic_segmentation INFO: Iters: 22940/50000 || Lr: 0.011510 || Task Loss: 0.3828 || KD Loss: 0.1217|| 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: 23:04:27 || Estimated Time: 1 day, 3:13:05
2023-07-14 12:09:19,052 semantic_segmentation INFO: Iters: 22950/50000 || Lr: 0.011506 || Task Loss: 0.4130 || KD Loss: 0.1749|| 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: 23:05:02 || Estimated Time: 1 day, 3:12:26
2023-07-14 12:09:53,510 semantic_segmentation INFO: Iters: 22960/50000 || Lr: 0.011502 || Task Loss: 0.3441 || KD Loss: 0.1399|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:05:36 || Estimated Time: 1 day, 3:11:48
2023-07-14 12:10:27,914 semantic_segmentation INFO: Iters: 22970/50000 || Lr: 0.011498 || Task Loss: 0.3798 || KD Loss: 0.1210|| 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: 23:06:10 || Estimated Time: 1 day, 3:11:10
2023-07-14 12:11:02,293 semantic_segmentation INFO: Iters: 22980/50000 || Lr: 0.011494 || Task Loss: 0.5517 || KD Loss: 0.2458|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:06:45 || Estimated Time: 1 day, 3:10:31
2023-07-14 12:11:36,650 semantic_segmentation INFO: Iters: 22990/50000 || Lr: 0.011491 || Task Loss: 0.3137 || KD Loss: 0.1226|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:07:19 || Estimated Time: 1 day, 3:09:53
2023-07-14 12:12:10,856 semantic_segmentation INFO: Iters: 23000/50000 || Lr: 0.011487 || Task Loss: 0.3384 || KD Loss: 0.1294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 3:09:14
2023-07-14 12:12:45,052 semantic_segmentation INFO: Iters: 23010/50000 || Lr: 0.011483 || Task Loss: 0.3766 || KD Loss: 0.1309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:08:28 || Estimated Time: 1 day, 3:08:36
2023-07-14 12:13:19,268 semantic_segmentation INFO: Iters: 23020/50000 || Lr: 0.011479 || Task Loss: 0.3677 || KD Loss: 0.1666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1193|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:09:02 || Estimated Time: 1 day, 3:07:57
2023-07-14 12:13:53,432 semantic_segmentation INFO: Iters: 23030/50000 || Lr: 0.011475 || Task Loss: 0.3829 || KD Loss: 0.1614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:09:36 || Estimated Time: 1 day, 3:07:19
2023-07-14 12:14:27,603 semantic_segmentation INFO: Iters: 23040/50000 || Lr: 0.011471 || Task Loss: 0.3141 || KD Loss: 0.1064|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:10:10 || Estimated Time: 1 day, 3:06:40
2023-07-14 12:15:01,701 semantic_segmentation INFO: Iters: 23050/50000 || Lr: 0.011468 || Task Loss: 0.3596 || KD Loss: 0.1689|| 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: 23:10:44 || Estimated Time: 1 day, 3:06:01
2023-07-14 12:15:35,901 semantic_segmentation INFO: Iters: 23060/50000 || Lr: 0.011464 || Task Loss: 0.3653 || KD Loss: 0.1609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:11:18 || Estimated Time: 1 day, 3:05:23
2023-07-14 12:16:10,053 semantic_segmentation INFO: Iters: 23070/50000 || Lr: 0.011460 || Task Loss: 0.4806 || KD Loss: 0.1960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:11:53 || Estimated Time: 1 day, 3:04:44
2023-07-14 12:16:44,291 semantic_segmentation INFO: Iters: 23080/50000 || Lr: 0.011456 || Task Loss: 0.3060 || KD Loss: 0.1292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:12:27 || Estimated Time: 1 day, 3:04:06
2023-07-14 12:17:18,501 semantic_segmentation INFO: Iters: 23090/50000 || Lr: 0.011452 || Task Loss: 0.3487 || KD Loss: 0.1387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:13:01 || Estimated Time: 1 day, 3:03:27
2023-07-14 12:17:52,692 semantic_segmentation INFO: Iters: 23100/50000 || Lr: 0.011448 || Task Loss: 0.3054 || KD Loss: 0.1322|| 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: 23:13:35 || Estimated Time: 1 day, 3:02:49
2023-07-14 12:18:26,894 semantic_segmentation INFO: Iters: 23110/50000 || Lr: 0.011445 || Task Loss: 0.4351 || KD Loss: 0.2039|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:14:09 || Estimated Time: 1 day, 3:02:10
2023-07-14 12:19:01,280 semantic_segmentation INFO: Iters: 23120/50000 || Lr: 0.011441 || Task Loss: 0.4005 || KD Loss: 0.1476|| 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: 23:14:44 || Estimated Time: 1 day, 3:01:32
2023-07-14 12:19:35,513 semantic_segmentation INFO: Iters: 23130/50000 || Lr: 0.011437 || Task Loss: 0.3171 || KD Loss: 0.1166|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1247|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:15:18 || Estimated Time: 1 day, 3:00:53
2023-07-14 12:20:09,941 semantic_segmentation INFO: Iters: 23140/50000 || Lr: 0.011433 || Task Loss: 0.4272 || KD Loss: 0.1638|| 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: 23:15:52 || Estimated Time: 1 day, 3:00:15
2023-07-14 12:20:44,231 semantic_segmentation INFO: Iters: 23150/50000 || Lr: 0.011429 || Task Loss: 0.3186 || KD Loss: 0.1482|| 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: 23:16:27 || Estimated Time: 1 day, 2:59:37
2023-07-14 12:21:18,465 semantic_segmentation INFO: Iters: 23160/50000 || Lr: 0.011426 || Task Loss: 0.3548 || KD Loss: 0.1764|| 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: 23:17:01 || Estimated Time: 1 day, 2:58:58
2023-07-14 12:21:52,871 semantic_segmentation INFO: Iters: 23170/50000 || Lr: 0.011422 || Task Loss: 0.4187 || KD Loss: 0.1401|| 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: 23:17:35 || Estimated Time: 1 day, 2:58:20
2023-07-14 12:22:27,111 semantic_segmentation INFO: Iters: 23180/50000 || Lr: 0.011418 || Task Loss: 0.2881 || KD Loss: 0.1304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || 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, 2:57:42
2023-07-14 12:23:01,371 semantic_segmentation INFO: Iters: 23190/50000 || Lr: 0.011414 || Task Loss: 0.3092 || KD Loss: 0.1398|| 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: 23:18:44 || Estimated Time: 1 day, 2:57:03
2023-07-14 12:23:35,638 semantic_segmentation INFO: Iters: 23200/50000 || Lr: 0.011410 || Task Loss: 0.4178 || KD Loss: 0.1433|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:19:18 || Estimated Time: 1 day, 2:56:25
2023-07-14 12:23:35,706 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 12:23:36,390 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.922, mIoU: 0.350
2023-07-14 12:23:36,513 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.946, mIoU: 0.439
2023-07-14 12:23:36,632 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.950, mIoU: 0.443
2023-07-14 12:23:36,750 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.953, mIoU: 0.466
2023-07-14 12:23:36,866 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.954, mIoU: 0.458
2023-07-14 12:23:36,995 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.955, mIoU: 0.462
2023-07-14 12:23:37,130 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.953, mIoU: 0.458
2023-07-14 12:23:37,255 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.953, mIoU: 0.474
2023-07-14 12:23:37,383 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.952, mIoU: 0.491
2023-07-14 12:23:37,514 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.949, mIoU: 0.518
2023-07-14 12:23:37,638 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.948, mIoU: 0.524
2023-07-14 12:23:37,762 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.944, mIoU: 0.545
2023-07-14 12:23:37,884 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.944, mIoU: 0.561
2023-07-14 12:23:38,008 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.943, mIoU: 0.557
2023-07-14 12:23:38,137 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.942, mIoU: 0.561
2023-07-14 12:23:38,264 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.939, mIoU: 0.554
2023-07-14 12:23:38,390 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.938, mIoU: 0.552
2023-07-14 12:23:38,513 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.938, mIoU: 0.548
2023-07-14 12:23:38,635 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.936, mIoU: 0.554
2023-07-14 12:23:38,757 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.937, mIoU: 0.561
2023-07-14 12:23:38,878 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.938, mIoU: 0.563
2023-07-14 12:23:38,996 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.931, mIoU: 0.554
2023-07-14 12:23:39,114 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.931, mIoU: 0.556
2023-07-14 12:23:39,242 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.930, mIoU: 0.564
2023-07-14 12:23:39,374 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.927, mIoU: 0.574
2023-07-14 12:23:39,501 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.927, mIoU: 0.577
2023-07-14 12:23:39,631 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.926, mIoU: 0.573
2023-07-14 12:23:39,760 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.925, mIoU: 0.572
2023-07-14 12:23:39,887 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.925, mIoU: 0.578
2023-07-14 12:23:40,014 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.924, mIoU: 0.574
2023-07-14 12:23:40,139 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.924, mIoU: 0.573
2023-07-14 12:23:40,262 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.924, mIoU: 0.574
2023-07-14 12:23:40,388 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.925, mIoU: 0.575
2023-07-14 12:23:40,515 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.925, mIoU: 0.575
2023-07-14 12:23:40,639 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.925, mIoU: 0.577
2023-07-14 12:23:40,758 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.925, mIoU: 0.575
2023-07-14 12:23:40,883 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.925, mIoU: 0.572
2023-07-14 12:23:41,012 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.924, mIoU: 0.571
2023-07-14 12:23:41,138 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.923, mIoU: 0.566
2023-07-14 12:23:41,261 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.924, mIoU: 0.567
2023-07-14 12:23:41,384 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.924, mIoU: 0.568
2023-07-14 12:23:41,508 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.925, mIoU: 0.567
2023-07-14 12:23:41,632 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.925, mIoU: 0.568
2023-07-14 12:23:41,757 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.926, mIoU: 0.569
2023-07-14 12:23:41,885 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.926, mIoU: 0.567
2023-07-14 12:23:42,017 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.926, mIoU: 0.564
2023-07-14 12:23:42,144 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.927, mIoU: 0.565
2023-07-14 12:23:42,272 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.928, mIoU: 0.564
2023-07-14 12:23:42,398 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.928, mIoU: 0.571
2023-07-14 12:23:42,519 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.928, mIoU: 0.571
2023-07-14 12:23:42,641 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.928, mIoU: 0.570
2023-07-14 12:23:42,763 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.927, mIoU: 0.573
2023-07-14 12:23:42,882 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.926, mIoU: 0.573
2023-07-14 12:23:43,000 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.926, mIoU: 0.573
2023-07-14 12:23:43,126 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.925, mIoU: 0.571
2023-07-14 12:23:43,258 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.925, mIoU: 0.569
2023-07-14 12:23:43,384 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.925, mIoU: 0.569
2023-07-14 12:23:43,513 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.926, mIoU: 0.576
2023-07-14 12:23:43,640 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.926, mIoU: 0.580
2023-07-14 12:23:43,762 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.926, mIoU: 0.578
2023-07-14 12:23:43,884 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.925, mIoU: 0.581
2023-07-14 12:23:44,007 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.925, mIoU: 0.583
2023-07-14 12:23:44,127 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.925, mIoU: 0.582
2023-07-14 12:23:44,243 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.925, mIoU: 0.586
2023-07-14 12:23:44,372 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.924, mIoU: 0.587
2023-07-14 12:23:44,504 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.924, mIoU: 0.587
2023-07-14 12:23:44,631 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.922, mIoU: 0.585
2023-07-14 12:23:44,758 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.922, mIoU: 0.586
2023-07-14 12:23:44,885 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.922, mIoU: 0.584
2023-07-14 12:23:45,013 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.922, mIoU: 0.584
2023-07-14 12:23:45,140 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.922, mIoU: 0.585
2023-07-14 12:23:45,263 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.922, mIoU: 0.584
2023-07-14 12:23:45,387 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.922, mIoU: 0.582
2023-07-14 12:23:45,512 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.922, mIoU: 0.582
2023-07-14 12:23:45,635 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.922, mIoU: 0.583
2023-07-14 12:23:45,755 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.922, mIoU: 0.581
2023-07-14 12:23:45,871 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.922, mIoU: 0.582
2023-07-14 12:23:46,002 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.923, mIoU: 0.582
2023-07-14 12:23:46,137 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.921, mIoU: 0.581
2023-07-14 12:23:46,262 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.921, mIoU: 0.582
2023-07-14 12:23:46,389 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.921, mIoU: 0.584
2023-07-14 12:23:46,514 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.921, mIoU: 0.585
2023-07-14 12:23:46,640 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.921, mIoU: 0.584
2023-07-14 12:23:46,767 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.920, mIoU: 0.582
2023-07-14 12:23:46,893 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.917, mIoU: 0.580
2023-07-14 12:23:47,016 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.917, mIoU: 0.580
2023-07-14 12:23:47,142 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.917, mIoU: 0.580
2023-07-14 12:23:47,268 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.917, mIoU: 0.580
2023-07-14 12:23:47,390 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.917, mIoU: 0.580
2023-07-14 12:23:47,507 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.917, mIoU: 0.579
2023-07-14 12:23:47,636 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.917, mIoU: 0.579
2023-07-14 12:23:47,768 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.916, mIoU: 0.590
2023-07-14 12:23:47,895 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.916, mIoU: 0.589
2023-07-14 12:23:48,022 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.917, mIoU: 0.589
2023-07-14 12:23:48,144 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.918, mIoU: 0.590
2023-07-14 12:23:48,269 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.918, mIoU: 0.590
2023-07-14 12:23:48,394 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.918, mIoU: 0.590
2023-07-14 12:23:48,519 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.918, mIoU: 0.589
2023-07-14 12:23:48,645 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.917, mIoU: 0.589
2023-07-14 12:23:48,772 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.917, mIoU: 0.589
2023-07-14 12:23:48,899 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.915, mIoU: 0.589
2023-07-14 12:23:49,027 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.915, mIoU: 0.587
2023-07-14 12:23:49,152 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.915, mIoU: 0.587
2023-07-14 12:23:49,277 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.915, mIoU: 0.587
2023-07-14 12:23:49,401 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.915, mIoU: 0.587
2023-07-14 12:23:49,524 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.916, mIoU: 0.588
2023-07-14 12:23:49,644 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.916, mIoU: 0.588
2023-07-14 12:23:49,762 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.916, mIoU: 0.588
2023-07-14 12:23:49,893 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.916, mIoU: 0.588
2023-07-14 12:23:50,028 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.915, mIoU: 0.586
2023-07-14 12:23:50,156 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.915, mIoU: 0.587
2023-07-14 12:23:50,284 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.915, mIoU: 0.586
2023-07-14 12:23:50,408 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.915, mIoU: 0.585
2023-07-14 12:23:50,536 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.915, mIoU: 0.585
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2023-07-14 12:24:15,892 semantic_segmentation INFO: Sample: 315, Validation pixAcc: 0.921, mIoU: 0.572
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2023-07-14 12:24:16,501 semantic_segmentation INFO: Sample: 320, Validation pixAcc: 0.921, mIoU: 0.571
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2023-07-14 12:24:16,892 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.920, mIoU: 0.570
2023-07-14 12:24:17,019 semantic_segmentation INFO: Sample: 324, Validation pixAcc: 0.920, mIoU: 0.570
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2023-07-14 12:24:17,268 semantic_segmentation INFO: Sample: 326, Validation pixAcc: 0.920, mIoU: 0.569
2023-07-14 12:24:17,393 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.920, mIoU: 0.570
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2023-07-14 12:24:18,772 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.922, mIoU: 0.572
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2023-07-14 12:24:19,034 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.922, mIoU: 0.573
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2023-07-14 12:24:21,214 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.924, mIoU: 0.575
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2023-07-14 12:24:23,123 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.925, mIoU: 0.579
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2023-07-14 12:24:24,511 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.926, mIoU: 0.581
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2023-07-14 12:24:26,051 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.927, mIoU: 0.582
2023-07-14 12:24:26,180 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.927, mIoU: 0.583
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2023-07-14 12:24:26,927 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.927, mIoU: 0.583
2023-07-14 12:24:27,045 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.927, mIoU: 0.583
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2023-07-14 12:24:27,436 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.928, mIoU: 0.584
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2023-07-14 12:24:27,693 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.928, mIoU: 0.584
2023-07-14 12:24:27,822 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.928, mIoU: 0.584
2023-07-14 12:24:27,950 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.928, mIoU: 0.585
2023-07-14 12:24:28,073 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.928, mIoU: 0.585
2023-07-14 12:24:28,198 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.928, mIoU: 0.585
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2023-07-14 12:24:28,453 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.928, mIoU: 0.585
2023-07-14 12:24:28,582 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.928, mIoU: 0.585
2023-07-14 12:24:28,717 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.928, mIoU: 0.585
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2023-07-14 12:24:28,974 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.928, mIoU: 0.585
2023-07-14 12:24:29,097 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.929, mIoU: 0.585
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2023-07-14 12:24:29,590 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.929, mIoU: 0.586
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2023-07-14 12:24:30,106 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.929, mIoU: 0.587
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2023-07-14 12:24:30,836 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.930, mIoU: 0.587
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2023-07-14 12:24:31,088 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.930, mIoU: 0.587
2023-07-14 12:24:31,220 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.930, mIoU: 0.587
2023-07-14 12:24:31,349 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.930, mIoU: 0.587
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2023-07-14 12:24:31,831 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.930, mIoU: 0.587
2023-07-14 12:24:31,949 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.930, mIoU: 0.587
2023-07-14 12:24:32,079 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.930, mIoU: 0.587
2023-07-14 12:24:32,212 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.930, mIoU: 0.587
2023-07-14 12:24:32,343 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.930, mIoU: 0.587
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2023-07-14 12:24:32,608 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.931, mIoU: 0.588
2023-07-14 12:24:32,737 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.931, mIoU: 0.588
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2023-07-14 12:24:33,112 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.931, mIoU: 0.588
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2023-07-14 12:24:33,481 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.931, mIoU: 0.588
2023-07-14 12:24:33,600 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.931, mIoU: 0.589
2023-07-14 12:24:33,733 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.931, mIoU: 0.589
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2023-07-14 12:24:34,123 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.931, mIoU: 0.589
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2023-07-14 12:24:35,004 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.931, mIoU: 0.590
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2023-07-14 12:24:36,035 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.931, mIoU: 0.590
2023-07-14 12:24:36,161 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.932, mIoU: 0.590
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2023-07-14 12:24:36,807 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.932, mIoU: 0.590
2023-07-14 12:24:36,932 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.932, mIoU: 0.590
2023-07-14 12:24:37,056 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.932, mIoU: 0.590
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2023-07-14 12:24:37,574 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.932, mIoU: 0.590
2023-07-14 12:24:37,701 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.932, mIoU: 0.590
2023-07-14 12:24:37,826 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.932, mIoU: 0.590
2023-07-14 12:24:37,951 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.932, mIoU: 0.590
2023-07-14 12:24:38,076 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.932, mIoU: 0.590
2023-07-14 12:24:38,205 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.932, mIoU: 0.591
2023-07-14 12:24:38,336 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.932, mIoU: 0.591
2023-07-14 12:24:38,465 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.932, mIoU: 0.591
2023-07-14 12:24:38,594 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.932, mIoU: 0.591
2023-07-14 12:24:38,723 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.932, mIoU: 0.591
2023-07-14 12:24:38,846 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.932, mIoU: 0.591
2023-07-14 12:24:38,968 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.932, mIoU: 0.591
2023-07-14 12:24:39,088 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.932, mIoU: 0.591
2023-07-14 12:24:39,207 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.932, mIoU: 0.591
2023-07-14 12:24:39,324 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.932, mIoU: 0.591
2023-07-14 12:25:13,791 semantic_segmentation INFO: Iters: 23210/50000 || Lr: 0.011406 || Task Loss: 0.3712 || KD Loss: 0.1447|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:20:56 || Estimated Time: 1 day, 2:57:00
2023-07-14 12:25:47,965 semantic_segmentation INFO: Iters: 23220/50000 || Lr: 0.011403 || Task Loss: 0.3330 || KD Loss: 0.1170|| 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: 23:21:30 || Estimated Time: 1 day, 2:56:22
2023-07-14 12:26:22,066 semantic_segmentation INFO: Iters: 23230/50000 || Lr: 0.011399 || Task Loss: 0.3434 || KD Loss: 0.1283|| 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: 23:22:05 || Estimated Time: 1 day, 2:55:43
2023-07-14 12:26:56,336 semantic_segmentation INFO: Iters: 23240/50000 || Lr: 0.011395 || Task Loss: 0.4112 || KD Loss: 0.2389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:22:39 || Estimated Time: 1 day, 2:55:04
2023-07-14 12:27:30,586 semantic_segmentation INFO: Iters: 23250/50000 || Lr: 0.011391 || Task Loss: 0.3841 || KD Loss: 0.1828|| 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: 23:23:13 || Estimated Time: 1 day, 2:54:26
2023-07-14 12:28:04,788 semantic_segmentation INFO: Iters: 23260/50000 || Lr: 0.011387 || Task Loss: 0.3093 || KD Loss: 0.1095|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:23:47 || Estimated Time: 1 day, 2:53:48
2023-07-14 12:28:38,766 semantic_segmentation INFO: Iters: 23270/50000 || Lr: 0.011383 || Task Loss: 0.3012 || KD Loss: 0.1269|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:24:21 || Estimated Time: 1 day, 2:53:09
2023-07-14 12:29:12,798 semantic_segmentation INFO: Iters: 23280/50000 || Lr: 0.011380 || Task Loss: 0.4705 || KD Loss: 0.1566|| 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: 23:24:55 || Estimated Time: 1 day, 2:52:30
2023-07-14 12:29:46,979 semantic_segmentation INFO: Iters: 23290/50000 || Lr: 0.011376 || Task Loss: 0.4179 || KD Loss: 0.1492|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:25:29 || Estimated Time: 1 day, 2:51:51
2023-07-14 12:30:20,940 semantic_segmentation INFO: Iters: 23300/50000 || Lr: 0.011372 || Task Loss: 0.3672 || KD Loss: 0.1536|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:26:03 || Estimated Time: 1 day, 2:51:13
2023-07-14 12:30:54,962 semantic_segmentation INFO: Iters: 23310/50000 || Lr: 0.011368 || Task Loss: 0.3105 || KD Loss: 0.1299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:26:37 || Estimated Time: 1 day, 2:50:34
2023-07-14 12:31:29,196 semantic_segmentation INFO: Iters: 23320/50000 || Lr: 0.011364 || Task Loss: 0.4708 || KD Loss: 0.1909|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1220|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:27:12 || Estimated Time: 1 day, 2:49:56
2023-07-14 12:32:03,522 semantic_segmentation INFO: Iters: 23330/50000 || Lr: 0.011360 || Task Loss: 0.4131 || KD Loss: 0.1758|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:27:46 || Estimated Time: 1 day, 2:49:17
2023-07-14 12:32:37,653 semantic_segmentation INFO: Iters: 23340/50000 || Lr: 0.011357 || Task Loss: 0.5065 || KD Loss: 0.2094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:28:20 || Estimated Time: 1 day, 2:48:39
2023-07-14 12:33:11,923 semantic_segmentation INFO: Iters: 23350/50000 || Lr: 0.011353 || Task Loss: 0.2739 || KD Loss: 0.0999|| 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: 23:28:54 || Estimated Time: 1 day, 2:48:00
2023-07-14 12:33:46,124 semantic_segmentation INFO: Iters: 23360/50000 || Lr: 0.011349 || Task Loss: 0.2811 || KD Loss: 0.0917|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:29:29 || Estimated Time: 1 day, 2:47:22
2023-07-14 12:34:20,314 semantic_segmentation INFO: Iters: 23370/50000 || Lr: 0.011345 || Task Loss: 0.3757 || KD Loss: 0.1648|| 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: 23:30:03 || Estimated Time: 1 day, 2:46:43
2023-07-14 12:34:54,400 semantic_segmentation INFO: Iters: 23380/50000 || Lr: 0.011341 || Task Loss: 0.4164 || KD Loss: 0.2556|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:30:37 || Estimated Time: 1 day, 2:46:05
2023-07-14 12:35:28,605 semantic_segmentation INFO: Iters: 23390/50000 || Lr: 0.011337 || Task Loss: 0.3209 || KD Loss: 0.1057|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:31:11 || Estimated Time: 1 day, 2:45:26
2023-07-14 12:36:02,757 semantic_segmentation INFO: Iters: 23400/50000 || Lr: 0.011334 || Task Loss: 0.3868 || KD Loss: 0.1593|| 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: 23:31:45 || Estimated Time: 1 day, 2:44:48
2023-07-14 12:36:37,290 semantic_segmentation INFO: Iters: 23410/50000 || Lr: 0.011330 || Task Loss: 0.2737 || KD Loss: 0.1101|| 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: 23:32:20 || Estimated Time: 1 day, 2:44:10
2023-07-14 12:37:11,436 semantic_segmentation INFO: Iters: 23420/50000 || Lr: 0.011326 || Task Loss: 0.2746 || KD Loss: 0.0954|| 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: 23:32:54 || Estimated Time: 1 day, 2:43:31
2023-07-14 12:37:45,620 semantic_segmentation INFO: Iters: 23430/50000 || Lr: 0.011322 || Task Loss: 0.3479 || KD Loss: 0.1483|| 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: 23:33:28 || Estimated Time: 1 day, 2:42:53
2023-07-14 12:38:19,865 semantic_segmentation INFO: Iters: 23440/50000 || Lr: 0.011318 || Task Loss: 0.5228 || KD Loss: 0.2202|| 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: 23:34:02 || Estimated Time: 1 day, 2:42:14
2023-07-14 12:38:54,189 semantic_segmentation INFO: Iters: 23450/50000 || Lr: 0.011314 || Task Loss: 0.3255 || KD Loss: 0.1330|| 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: 23:34:37 || Estimated Time: 1 day, 2:41:36
2023-07-14 12:39:28,289 semantic_segmentation INFO: Iters: 23460/50000 || Lr: 0.011311 || Task Loss: 0.4092 || KD Loss: 0.1717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:35:11 || Estimated Time: 1 day, 2:40:57
2023-07-14 12:40:02,550 semantic_segmentation INFO: Iters: 23470/50000 || Lr: 0.011307 || Task Loss: 0.3573 || KD Loss: 0.1186|| 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: 23:35:45 || Estimated Time: 1 day, 2:40:19
2023-07-14 12:40:36,705 semantic_segmentation INFO: Iters: 23480/50000 || Lr: 0.011303 || Task Loss: 0.2763 || KD Loss: 0.1013|| 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: 23:36:19 || Estimated Time: 1 day, 2:39:40
2023-07-14 12:41:10,858 semantic_segmentation INFO: Iters: 23490/50000 || Lr: 0.011299 || Task Loss: 0.2698 || KD Loss: 0.0811|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:36:53 || Estimated Time: 1 day, 2:39:02
2023-07-14 12:41:44,960 semantic_segmentation INFO: Iters: 23500/50000 || Lr: 0.011295 || Task Loss: 0.2981 || KD Loss: 0.0911|| 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: 23:37:27 || Estimated Time: 1 day, 2:38:23
2023-07-14 12:42:19,049 semantic_segmentation INFO: Iters: 23510/50000 || Lr: 0.011291 || Task Loss: 0.1764 || KD Loss: 0.0912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:38:02 || Estimated Time: 1 day, 2:37:45
2023-07-14 12:42:53,203 semantic_segmentation INFO: Iters: 23520/50000 || Lr: 0.011288 || Task Loss: 0.2421 || KD Loss: 0.0850|| 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: 23:38:36 || Estimated Time: 1 day, 2:37:06
2023-07-14 12:43:27,363 semantic_segmentation INFO: Iters: 23530/50000 || Lr: 0.011284 || Task Loss: 0.3676 || KD Loss: 0.1775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:39:10 || Estimated Time: 1 day, 2:36:28
2023-07-14 12:44:01,587 semantic_segmentation INFO: Iters: 23540/50000 || Lr: 0.011280 || Task Loss: 0.3782 || KD Loss: 0.1579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1244|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:39:44 || Estimated Time: 1 day, 2:35:49
2023-07-14 12:44:35,796 semantic_segmentation INFO: Iters: 23550/50000 || Lr: 0.011276 || Task Loss: 0.2341 || KD Loss: 0.1024|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:40:18 || Estimated Time: 1 day, 2:35:11
2023-07-14 12:45:10,097 semantic_segmentation INFO: Iters: 23560/50000 || Lr: 0.011272 || Task Loss: 0.3148 || KD Loss: 0.1023|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:40:53 || Estimated Time: 1 day, 2:34:33
2023-07-14 12:45:44,341 semantic_segmentation INFO: Iters: 23570/50000 || Lr: 0.011268 || Task Loss: 0.3770 || KD Loss: 0.1675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:41:27 || Estimated Time: 1 day, 2:33:54
2023-07-14 12:46:18,375 semantic_segmentation INFO: Iters: 23580/50000 || Lr: 0.011264 || Task Loss: 0.2510 || KD Loss: 0.1091|| 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: 23:42:01 || Estimated Time: 1 day, 2:33:16
2023-07-14 12:46:52,475 semantic_segmentation INFO: Iters: 23590/50000 || Lr: 0.011261 || Task Loss: 0.6355 || KD Loss: 0.3294|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:42:35 || Estimated Time: 1 day, 2:32:37
2023-07-14 12:47:26,814 semantic_segmentation INFO: Iters: 23600/50000 || Lr: 0.011257 || Task Loss: 0.6642 || KD Loss: 0.4268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:43:09 || Estimated Time: 1 day, 2:31:59
2023-07-14 12:48:00,965 semantic_segmentation INFO: Iters: 23610/50000 || Lr: 0.011253 || Task Loss: 0.3735 || KD Loss: 0.1581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:43:43 || Estimated Time: 1 day, 2:31:21
2023-07-14 12:48:35,389 semantic_segmentation INFO: Iters: 23620/50000 || Lr: 0.011249 || Task Loss: 0.3306 || KD Loss: 0.1204|| 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: 23:44:18 || Estimated Time: 1 day, 2:30:42
2023-07-14 12:49:09,576 semantic_segmentation INFO: Iters: 23630/50000 || Lr: 0.011245 || Task Loss: 0.2404 || KD Loss: 0.0901|| 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: 23:44:52 || Estimated Time: 1 day, 2:30:04
2023-07-14 12:49:43,840 semantic_segmentation INFO: Iters: 23640/50000 || Lr: 0.011241 || Task Loss: 0.3481 || KD Loss: 0.1251|| 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: 23:45:26 || Estimated Time: 1 day, 2:29:26
2023-07-14 12:50:18,061 semantic_segmentation INFO: Iters: 23650/50000 || Lr: 0.011238 || Task Loss: 0.3036 || KD Loss: 0.1149|| 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: 23:46:01 || Estimated Time: 1 day, 2:28:47
2023-07-14 12:50:52,207 semantic_segmentation INFO: Iters: 23660/50000 || Lr: 0.011234 || Task Loss: 0.2408 || KD Loss: 0.1153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:46:35 || Estimated Time: 1 day, 2:28:09
2023-07-14 12:51:26,247 semantic_segmentation INFO: Iters: 23670/50000 || Lr: 0.011230 || Task Loss: 0.3072 || KD Loss: 0.1207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:47:09 || Estimated Time: 1 day, 2:27:30
2023-07-14 12:52:00,350 semantic_segmentation INFO: Iters: 23680/50000 || Lr: 0.011226 || Task Loss: 0.3215 || KD Loss: 0.1371|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:47:43 || Estimated Time: 1 day, 2:26:52
2023-07-14 12:52:34,377 semantic_segmentation INFO: Iters: 23690/50000 || Lr: 0.011222 || Task Loss: 0.4624 || KD Loss: 0.2288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:48:17 || Estimated Time: 1 day, 2:26:13
2023-07-14 12:53:08,198 semantic_segmentation INFO: Iters: 23700/50000 || Lr: 0.011218 || Task Loss: 0.3638 || KD Loss: 0.1576|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1253|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:48:51 || Estimated Time: 1 day, 2:25:34
2023-07-14 12:53:42,190 semantic_segmentation INFO: Iters: 23710/50000 || Lr: 0.011215 || Task Loss: 0.2950 || KD Loss: 0.1102|| 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: 23:49:25 || Estimated Time: 1 day, 2:24:56
2023-07-14 12:54:16,198 semantic_segmentation INFO: Iters: 23720/50000 || Lr: 0.011211 || Task Loss: 0.3276 || KD Loss: 0.1205|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:49:59 || Estimated Time: 1 day, 2:24:17
2023-07-14 12:54:50,323 semantic_segmentation INFO: Iters: 23730/50000 || Lr: 0.011207 || Task Loss: 0.3209 || KD Loss: 0.1006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:50:33 || Estimated Time: 1 day, 2:23:39
2023-07-14 12:55:24,418 semantic_segmentation INFO: Iters: 23740/50000 || Lr: 0.011203 || Task Loss: 0.3247 || KD Loss: 0.1209|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:51:07 || Estimated Time: 1 day, 2:23:01
2023-07-14 12:55:58,600 semantic_segmentation INFO: Iters: 23750/50000 || Lr: 0.011199 || Task Loss: 0.3427 || KD Loss: 0.1573|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:51:41 || Estimated Time: 1 day, 2:22:22
2023-07-14 12:56:32,797 semantic_segmentation INFO: Iters: 23760/50000 || Lr: 0.011195 || Task Loss: 0.3421 || KD Loss: 0.1284|| 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: 23:52:15 || Estimated Time: 1 day, 2:21:44
2023-07-14 12:57:06,957 semantic_segmentation INFO: Iters: 23770/50000 || Lr: 0.011192 || Task Loss: 0.2977 || KD Loss: 0.1243|| 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: 23:52:49 || Estimated Time: 1 day, 2:21:05
2023-07-14 12:57:40,985 semantic_segmentation INFO: Iters: 23780/50000 || Lr: 0.011188 || Task Loss: 0.2731 || KD Loss: 0.0962|| 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: 23:53:23 || Estimated Time: 1 day, 2:20:27
2023-07-14 12:58:15,031 semantic_segmentation INFO: Iters: 23790/50000 || Lr: 0.011184 || Task Loss: 0.4055 || KD Loss: 0.1972|| 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: 23:53:58 || Estimated Time: 1 day, 2:19:48
2023-07-14 12:58:49,159 semantic_segmentation INFO: Iters: 23800/50000 || Lr: 0.011180 || Task Loss: 0.2968 || KD Loss: 0.1178|| 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: 23:54:32 || Estimated Time: 1 day, 2:19:10
2023-07-14 12:59:23,222 semantic_segmentation INFO: Iters: 23810/50000 || Lr: 0.011176 || Task Loss: 0.3752 || KD Loss: 0.1769|| 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: 23:55:06 || Estimated Time: 1 day, 2:18:31
2023-07-14 12:59:57,305 semantic_segmentation INFO: Iters: 23820/50000 || Lr: 0.011172 || Task Loss: 0.3716 || KD Loss: 0.1564|| 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: 23:55:40 || Estimated Time: 1 day, 2:17:53
2023-07-14 13:00:31,426 semantic_segmentation INFO: Iters: 23830/50000 || Lr: 0.011169 || Task Loss: 0.3723 || KD Loss: 0.1349|| 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: 23:56:14 || Estimated Time: 1 day, 2:17:15
2023-07-14 13:01:05,410 semantic_segmentation INFO: Iters: 23840/50000 || Lr: 0.011165 || Task Loss: 0.3880 || KD Loss: 0.1499|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:56:48 || Estimated Time: 1 day, 2:16:36
2023-07-14 13:01:39,312 semantic_segmentation INFO: Iters: 23850/50000 || Lr: 0.011161 || Task Loss: 0.3414 || KD Loss: 0.1260|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:57:22 || Estimated Time: 1 day, 2:15:57
2023-07-14 13:02:13,338 semantic_segmentation INFO: Iters: 23860/50000 || Lr: 0.011157 || Task Loss: 0.3703 || KD Loss: 0.1525|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 23:57:56 || Estimated Time: 1 day, 2:15:19
2023-07-14 13:02:47,326 semantic_segmentation INFO: Iters: 23870/50000 || Lr: 0.011153 || Task Loss: 0.4482 || KD Loss: 0.1883|| 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: 23:58:30 || Estimated Time: 1 day, 2:14:40
2023-07-14 13:03:21,382 semantic_segmentation INFO: Iters: 23880/50000 || Lr: 0.011149 || Task Loss: 0.3577 || KD Loss: 0.1376|| 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: 23:59:04 || Estimated Time: 1 day, 2:14:02
2023-07-14 13:03:55,174 semantic_segmentation INFO: Iters: 23890/50000 || Lr: 0.011145 || Task Loss: 0.4426 || KD Loss: 0.1588|| 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: 23:59:38 || Estimated Time: 1 day, 2:13:23
2023-07-14 13:04:29,213 semantic_segmentation INFO: Iters: 23900/50000 || Lr: 0.011142 || Task Loss: 0.1945 || KD Loss: 0.0594|| 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: 1 day, 0:00:12 || Estimated Time: 1 day, 2:12:45
2023-07-14 13:05:03,138 semantic_segmentation INFO: Iters: 23910/50000 || Lr: 0.011138 || Task Loss: 0.3833 || KD Loss: 0.1477|| 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: 1 day, 0:00:46 || Estimated Time: 1 day, 2:12:06
2023-07-14 13:05:37,053 semantic_segmentation INFO: Iters: 23920/50000 || Lr: 0.011134 || Task Loss: 0.3883 || KD Loss: 0.1666|| 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: 1 day, 0:01:20 || Estimated Time: 1 day, 2:11:28
2023-07-14 13:06:11,104 semantic_segmentation INFO: Iters: 23930/50000 || Lr: 0.011130 || Task Loss: 0.2501 || KD Loss: 0.0911|| 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: 1 day, 0:01:54 || Estimated Time: 1 day, 2:10:49
2023-07-14 13:06:45,251 semantic_segmentation INFO: Iters: 23940/50000 || Lr: 0.011126 || Task Loss: 0.2569 || KD Loss: 0.1103|| 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: 1 day, 0:02:28 || Estimated Time: 1 day, 2:10:11
2023-07-14 13:07:19,293 semantic_segmentation INFO: Iters: 23950/50000 || Lr: 0.011122 || Task Loss: 0.2996 || KD Loss: 0.1124|| 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: 1 day, 0:03:02 || Estimated Time: 1 day, 2:09:32
2023-07-14 13:07:53,318 semantic_segmentation INFO: Iters: 23960/50000 || Lr: 0.011119 || Task Loss: 0.3957 || KD Loss: 0.1539|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:03:36 || Estimated Time: 1 day, 2:08:54
2023-07-14 13:08:27,443 semantic_segmentation INFO: Iters: 23970/50000 || Lr: 0.011115 || Task Loss: 0.2412 || KD Loss: 0.1000|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:04:10 || Estimated Time: 1 day, 2:08:15
2023-07-14 13:09:01,471 semantic_segmentation INFO: Iters: 23980/50000 || Lr: 0.011111 || Task Loss: 0.3350 || KD Loss: 0.1173|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:04:44 || Estimated Time: 1 day, 2:07:37
2023-07-14 13:09:35,443 semantic_segmentation INFO: Iters: 23990/50000 || Lr: 0.011107 || Task Loss: 0.1979 || KD Loss: 0.1021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:05:18 || Estimated Time: 1 day, 2:06:59
2023-07-14 13:10:09,503 semantic_segmentation INFO: Iters: 24000/50000 || Lr: 0.011103 || Task Loss: 0.2480 || KD Loss: 0.1434|| 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: 1 day, 0:05:52 || Estimated Time: 1 day, 2:06:20
2023-07-14 13:10:09,572 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 13:10:10,207 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.931, mIoU: 0.358
2023-07-14 13:10:10,326 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.951, mIoU: 0.438
2023-07-14 13:10:10,445 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.954, mIoU: 0.455
2023-07-14 13:10:10,565 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.955, mIoU: 0.483
2023-07-14 13:10:10,685 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.957, mIoU: 0.476
2023-07-14 13:10:10,813 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.958, mIoU: 0.481
2023-07-14 13:10:10,948 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.956, mIoU: 0.479
2023-07-14 13:10:11,072 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.956, mIoU: 0.500
2023-07-14 13:10:11,196 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.956, mIoU: 0.532
2023-07-14 13:10:11,318 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.951, mIoU: 0.531
2023-07-14 13:10:11,440 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.949, mIoU: 0.536
2023-07-14 13:10:11,562 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.945, mIoU: 0.565
2023-07-14 13:10:11,684 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.944, mIoU: 0.575
2023-07-14 13:10:11,804 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.944, mIoU: 0.577
2023-07-14 13:10:11,921 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.943, mIoU: 0.585
2023-07-14 13:10:12,049 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.942, mIoU: 0.579
2023-07-14 13:10:12,184 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.941, mIoU: 0.577
2023-07-14 13:10:12,309 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.941, mIoU: 0.582
2023-07-14 13:10:12,438 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.940, mIoU: 0.587
2023-07-14 13:10:12,566 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.940, mIoU: 0.594
2023-07-14 13:10:12,692 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.940, mIoU: 0.594
2023-07-14 13:10:12,817 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.936, mIoU: 0.601
2023-07-14 13:10:12,939 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.935, mIoU: 0.601
2023-07-14 13:10:13,063 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.935, mIoU: 0.608
2023-07-14 13:10:13,189 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.933, mIoU: 0.617
2023-07-14 13:10:13,317 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.933, mIoU: 0.621
2023-07-14 13:10:13,446 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.932, mIoU: 0.612
2023-07-14 13:10:13,571 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.931, mIoU: 0.608
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2023-07-14 13:10:14,932 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.929, mIoU: 0.602
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2023-07-14 13:10:15,927 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.933, mIoU: 0.604
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2023-07-14 13:10:16,933 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.927, mIoU: 0.599
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2023-07-14 13:10:17,178 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.928, mIoU: 0.604
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2023-07-14 13:11:03,165 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.933, mIoU: 0.614
2023-07-14 13:11:03,291 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.933, mIoU: 0.615
2023-07-14 13:11:03,416 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.933, mIoU: 0.615
2023-07-14 13:11:03,539 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.934, mIoU: 0.615
2023-07-14 13:11:03,665 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.934, mIoU: 0.615
2023-07-14 13:11:03,794 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.934, mIoU: 0.615
2023-07-14 13:11:03,922 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.934, mIoU: 0.615
2023-07-14 13:11:04,047 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.934, mIoU: 0.615
2023-07-14 13:11:04,170 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.934, mIoU: 0.615
2023-07-14 13:11:04,298 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.934, mIoU: 0.615
2023-07-14 13:11:04,429 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.934, mIoU: 0.615
2023-07-14 13:11:04,558 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.934, mIoU: 0.615
2023-07-14 13:11:04,681 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.934, mIoU: 0.615
2023-07-14 13:11:04,803 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.934, mIoU: 0.615
2023-07-14 13:11:04,924 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.934, mIoU: 0.615
2023-07-14 13:11:05,044 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.934, mIoU: 0.616
2023-07-14 13:11:05,162 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.934, mIoU: 0.616
2023-07-14 13:11:05,290 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.935, mIoU: 0.616
2023-07-14 13:11:05,426 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.935, mIoU: 0.616
2023-07-14 13:11:05,554 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.935, mIoU: 0.615
2023-07-14 13:11:05,681 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.935, mIoU: 0.615
2023-07-14 13:11:05,804 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.935, mIoU: 0.615
2023-07-14 13:11:05,930 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.935, mIoU: 0.616
2023-07-14 13:11:06,056 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.935, mIoU: 0.616
2023-07-14 13:11:06,181 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.935, mIoU: 0.616
2023-07-14 13:11:06,307 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.935, mIoU: 0.616
2023-07-14 13:11:06,435 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.935, mIoU: 0.616
2023-07-14 13:11:06,565 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.935, mIoU: 0.616
2023-07-14 13:11:06,695 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.935, mIoU: 0.616
2023-07-14 13:11:06,821 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.935, mIoU: 0.616
2023-07-14 13:11:06,946 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.935, mIoU: 0.616
2023-07-14 13:11:07,070 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.935, mIoU: 0.616
2023-07-14 13:11:07,193 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.935, mIoU: 0.617
2023-07-14 13:11:07,319 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.935, mIoU: 0.618
2023-07-14 13:11:07,446 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 13:11:07,574 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 13:11:07,701 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 13:11:07,829 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.936, mIoU: 0.619
2023-07-14 13:11:07,951 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.936, mIoU: 0.619
2023-07-14 13:11:08,080 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.936, mIoU: 0.619
2023-07-14 13:11:08,209 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 13:11:08,337 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 13:11:08,458 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 13:11:08,583 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 13:11:08,708 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 13:11:08,833 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.936, mIoU: 0.619
2023-07-14 13:11:08,957 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.936, mIoU: 0.619
2023-07-14 13:11:09,080 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 13:11:09,207 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 13:11:09,335 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 13:11:09,462 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 13:11:09,589 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 13:11:09,719 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 13:11:09,846 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 13:11:09,975 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 13:11:10,102 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 13:11:10,226 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.936, mIoU: 0.619
2023-07-14 13:11:10,349 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.936, mIoU: 0.619
2023-07-14 13:11:10,472 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.936, mIoU: 0.619
2023-07-14 13:11:10,594 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.936, mIoU: 0.619
2023-07-14 13:11:10,714 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.936, mIoU: 0.619
2023-07-14 13:11:10,842 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.936, mIoU: 0.619
2023-07-14 13:11:10,972 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.936, mIoU: 0.619
2023-07-14 13:11:11,102 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.936, mIoU: 0.619
2023-07-14 13:11:11,227 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.936, mIoU: 0.619
2023-07-14 13:11:11,354 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.936, mIoU: 0.619
2023-07-14 13:11:11,481 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.936, mIoU: 0.619
2023-07-14 13:11:11,605 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.936, mIoU: 0.619
2023-07-14 13:11:11,724 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.937, mIoU: 0.619
2023-07-14 13:11:11,850 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.937, mIoU: 0.620
2023-07-14 13:11:11,982 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.937, mIoU: 0.620
2023-07-14 13:11:12,112 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.937, mIoU: 0.620
2023-07-14 13:11:12,241 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.937, mIoU: 0.620
2023-07-14 13:11:12,369 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.937, mIoU: 0.620
2023-07-14 13:11:12,496 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.937, mIoU: 0.620
2023-07-14 13:11:12,624 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.937, mIoU: 0.620
2023-07-14 13:11:12,750 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.937, mIoU: 0.620
2023-07-14 13:11:12,874 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.937, mIoU: 0.620
2023-07-14 13:11:13,000 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.937, mIoU: 0.620
2023-07-14 13:11:47,598 semantic_segmentation INFO: Iters: 24010/50000 || Lr: 0.011099 || Task Loss: 0.2498 || KD Loss: 0.0881|| 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: 1 day, 0:07:30 || Estimated Time: 1 day, 2:06:51
2023-07-14 13:12:21,467 semantic_segmentation INFO: Iters: 24020/50000 || Lr: 0.011096 || Task Loss: 0.2870 || KD Loss: 0.1091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:08:04 || Estimated Time: 1 day, 2:06:12
2023-07-14 13:12:55,432 semantic_segmentation INFO: Iters: 24030/50000 || Lr: 0.011092 || Task Loss: 0.3318 || KD Loss: 0.1191|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:08:38 || Estimated Time: 1 day, 2:05:34
2023-07-14 13:13:29,438 semantic_segmentation INFO: Iters: 24040/50000 || Lr: 0.011088 || Task Loss: 0.2419 || KD Loss: 0.0828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:09:12 || Estimated Time: 1 day, 2:04:55
2023-07-14 13:14:03,431 semantic_segmentation INFO: Iters: 24050/50000 || Lr: 0.011084 || Task Loss: 0.3349 || KD Loss: 0.1396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:09:46 || Estimated Time: 1 day, 2:04:17
2023-07-14 13:14:37,437 semantic_segmentation INFO: Iters: 24060/50000 || Lr: 0.011080 || Task Loss: 0.2937 || KD Loss: 0.1230|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:10:20 || Estimated Time: 1 day, 2:03:38
2023-07-14 13:15:11,377 semantic_segmentation INFO: Iters: 24070/50000 || Lr: 0.011076 || Task Loss: 0.2216 || KD Loss: 0.0652|| 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: 1 day, 0:10:54 || Estimated Time: 1 day, 2:03:00
2023-07-14 13:15:45,366 semantic_segmentation INFO: Iters: 24080/50000 || Lr: 0.011072 || Task Loss: 0.3540 || KD Loss: 0.1268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1272|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:11:28 || Estimated Time: 1 day, 2:02:21
2023-07-14 13:16:19,391 semantic_segmentation INFO: Iters: 24090/50000 || Lr: 0.011069 || Task Loss: 0.3263 || KD Loss: 0.1291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:12:02 || Estimated Time: 1 day, 2:01:43
2023-07-14 13:16:53,408 semantic_segmentation INFO: Iters: 24100/50000 || Lr: 0.011065 || Task Loss: 0.3802 || KD Loss: 0.1496|| 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: 1 day, 0:12:36 || Estimated Time: 1 day, 2:01:04
2023-07-14 13:17:27,519 semantic_segmentation INFO: Iters: 24110/50000 || Lr: 0.011061 || Task Loss: 0.4153 || KD Loss: 0.2139|| 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 day, 0:13:10 || Estimated Time: 1 day, 2:00:26
2023-07-14 13:18:01,577 semantic_segmentation INFO: Iters: 24120/50000 || Lr: 0.011057 || Task Loss: 0.3683 || KD Loss: 0.1630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:13:44 || Estimated Time: 1 day, 1:59:47
2023-07-14 13:18:35,428 semantic_segmentation INFO: Iters: 24130/50000 || Lr: 0.011053 || Task Loss: 0.3622 || KD Loss: 0.1491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 1:59:09
2023-07-14 13:19:09,469 semantic_segmentation INFO: Iters: 24140/50000 || Lr: 0.011049 || Task Loss: 0.3379 || KD Loss: 0.1278|| 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: 1 day, 0:14:52 || Estimated Time: 1 day, 1:58:30
2023-07-14 13:19:43,490 semantic_segmentation INFO: Iters: 24150/50000 || Lr: 0.011046 || Task Loss: 0.3067 || KD Loss: 0.1772|| 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: 1 day, 0:15:26 || Estimated Time: 1 day, 1:57:52
2023-07-14 13:20:17,455 semantic_segmentation INFO: Iters: 24160/50000 || Lr: 0.011042 || Task Loss: 0.2273 || KD Loss: 0.0921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:16:00 || Estimated Time: 1 day, 1:57:13
2023-07-14 13:20:51,574 semantic_segmentation INFO: Iters: 24170/50000 || Lr: 0.011038 || Task Loss: 0.3023 || KD Loss: 0.0977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:16:34 || Estimated Time: 1 day, 1:56:35
2023-07-14 13:21:25,650 semantic_segmentation INFO: Iters: 24180/50000 || Lr: 0.011034 || Task Loss: 0.3621 || KD Loss: 0.1222|| 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 day, 0:17:08 || Estimated Time: 1 day, 1:55:57
2023-07-14 13:21:59,703 semantic_segmentation INFO: Iters: 24190/50000 || Lr: 0.011030 || Task Loss: 0.2864 || KD Loss: 0.1017|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:17:42 || Estimated Time: 1 day, 1:55:18
2023-07-14 13:22:33,600 semantic_segmentation INFO: Iters: 24200/50000 || Lr: 0.011026 || Task Loss: 0.2815 || KD Loss: 0.1569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:18:16 || Estimated Time: 1 day, 1:54:40
2023-07-14 13:23:07,558 semantic_segmentation INFO: Iters: 24210/50000 || Lr: 0.011022 || Task Loss: 0.3546 || KD Loss: 0.1376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:18:50 || Estimated Time: 1 day, 1:54:01
2023-07-14 13:23:41,637 semantic_segmentation INFO: Iters: 24220/50000 || Lr: 0.011019 || Task Loss: 0.5141 || KD Loss: 0.2074|| 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 day, 0:19:24 || Estimated Time: 1 day, 1:53:23
2023-07-14 13:24:15,634 semantic_segmentation INFO: Iters: 24230/50000 || Lr: 0.011015 || Task Loss: 0.4323 || KD Loss: 0.1459|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:19:58 || Estimated Time: 1 day, 1:52:44
2023-07-14 13:24:49,622 semantic_segmentation INFO: Iters: 24240/50000 || Lr: 0.011011 || Task Loss: 0.4220 || KD Loss: 0.1701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:20:32 || Estimated Time: 1 day, 1:52:06
2023-07-14 13:25:23,645 semantic_segmentation INFO: Iters: 24250/50000 || Lr: 0.011007 || Task Loss: 0.4157 || KD Loss: 0.1505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:21:06 || Estimated Time: 1 day, 1:51:28
2023-07-14 13:25:57,474 semantic_segmentation INFO: Iters: 24260/50000 || Lr: 0.011003 || Task Loss: 0.3242 || KD Loss: 0.1154|| 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: 1 day, 0:21:40 || Estimated Time: 1 day, 1:50:49
2023-07-14 13:26:31,299 semantic_segmentation INFO: Iters: 24270/50000 || Lr: 0.010999 || Task Loss: 0.3904 || KD Loss: 0.1241|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:22:14 || Estimated Time: 1 day, 1:50:10
2023-07-14 13:27:05,302 semantic_segmentation INFO: Iters: 24280/50000 || Lr: 0.010996 || Task Loss: 0.3688 || KD Loss: 0.1570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:22:48 || Estimated Time: 1 day, 1:49:32
2023-07-14 13:27:39,208 semantic_segmentation INFO: Iters: 24290/50000 || Lr: 0.010992 || Task Loss: 0.2870 || KD Loss: 0.1079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:23:22 || Estimated Time: 1 day, 1:48:53
2023-07-14 13:28:13,270 semantic_segmentation INFO: Iters: 24300/50000 || Lr: 0.010988 || Task Loss: 0.3006 || KD Loss: 0.1087|| 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 day, 0:23:56 || Estimated Time: 1 day, 1:48:15
2023-07-14 13:28:47,251 semantic_segmentation INFO: Iters: 24310/50000 || Lr: 0.010984 || Task Loss: 0.3013 || KD Loss: 0.1060|| 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: 1 day, 0:24:30 || Estimated Time: 1 day, 1:47:37
2023-07-14 13:29:21,312 semantic_segmentation INFO: Iters: 24320/50000 || Lr: 0.010980 || Task Loss: 0.4084 || KD Loss: 0.2066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:25:04 || Estimated Time: 1 day, 1:46:58
2023-07-14 13:29:55,348 semantic_segmentation INFO: Iters: 24330/50000 || Lr: 0.010976 || Task Loss: 0.4692 || KD Loss: 0.2055|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:25:38 || Estimated Time: 1 day, 1:46:20
2023-07-14 13:30:29,414 semantic_segmentation INFO: Iters: 24340/50000 || Lr: 0.010972 || Task Loss: 0.2962 || KD Loss: 0.1133|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:26:12 || Estimated Time: 1 day, 1:45:42
2023-07-14 13:31:03,241 semantic_segmentation INFO: Iters: 24350/50000 || Lr: 0.010969 || Task Loss: 0.2382 || KD Loss: 0.0949|| 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: 1 day, 0:26:46 || Estimated Time: 1 day, 1:45:03
2023-07-14 13:31:37,269 semantic_segmentation INFO: Iters: 24360/50000 || Lr: 0.010965 || Task Loss: 0.5108 || KD Loss: 0.2626|| 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: 1 day, 0:27:20 || Estimated Time: 1 day, 1:44:25
2023-07-14 13:32:11,057 semantic_segmentation INFO: Iters: 24370/50000 || Lr: 0.010961 || Task Loss: 0.3049 || KD Loss: 0.1425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:27:54 || Estimated Time: 1 day, 1:43:46
2023-07-14 13:32:44,843 semantic_segmentation INFO: Iters: 24380/50000 || Lr: 0.010957 || Task Loss: 0.3858 || KD Loss: 0.1765|| 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: 1 day, 0:28:27 || Estimated Time: 1 day, 1:43:07
2023-07-14 13:33:18,732 semantic_segmentation INFO: Iters: 24390/50000 || Lr: 0.010953 || Task Loss: 0.2330 || KD Loss: 0.1353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:29:01 || Estimated Time: 1 day, 1:42:29
2023-07-14 13:33:52,581 semantic_segmentation INFO: Iters: 24400/50000 || Lr: 0.010949 || Task Loss: 0.2332 || KD Loss: 0.0902|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:29:35 || Estimated Time: 1 day, 1:41:50
2023-07-14 13:34:26,258 semantic_segmentation INFO: Iters: 24410/50000 || Lr: 0.010945 || Task Loss: 0.2934 || KD Loss: 0.1172|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:30:09 || Estimated Time: 1 day, 1:41:12
2023-07-14 13:34:59,876 semantic_segmentation INFO: Iters: 24420/50000 || Lr: 0.010942 || Task Loss: 0.3057 || KD Loss: 0.1107|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:30:42 || Estimated Time: 1 day, 1:40:33
2023-07-14 13:35:33,568 semantic_segmentation INFO: Iters: 24430/50000 || Lr: 0.010938 || Task Loss: 0.3687 || KD Loss: 0.1396|| 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: 1 day, 0:31:16 || Estimated Time: 1 day, 1:39:54
2023-07-14 13:36:07,223 semantic_segmentation INFO: Iters: 24440/50000 || Lr: 0.010934 || Task Loss: 0.4099 || KD Loss: 0.1497|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:31:50 || Estimated Time: 1 day, 1:39:15
2023-07-14 13:36:41,032 semantic_segmentation INFO: Iters: 24450/50000 || Lr: 0.010930 || Task Loss: 0.3650 || KD Loss: 0.1432|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:32:24 || Estimated Time: 1 day, 1:38:37
2023-07-14 13:37:14,724 semantic_segmentation INFO: Iters: 24460/50000 || Lr: 0.010926 || Task Loss: 0.4185 || KD Loss: 0.2216|| 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 day, 0:32:57 || Estimated Time: 1 day, 1:37:58
2023-07-14 13:37:48,438 semantic_segmentation INFO: Iters: 24470/50000 || Lr: 0.010922 || Task Loss: 0.2968 || KD Loss: 0.1199|| 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: 1 day, 0:33:31 || Estimated Time: 1 day, 1:37:20
2023-07-14 13:38:22,139 semantic_segmentation INFO: Iters: 24480/50000 || Lr: 0.010919 || Task Loss: 0.3218 || KD Loss: 0.1000|| 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: 1 day, 0:34:05 || Estimated Time: 1 day, 1:36:41
2023-07-14 13:38:55,891 semantic_segmentation INFO: Iters: 24490/50000 || Lr: 0.010915 || Task Loss: 0.2947 || KD Loss: 0.1288|| 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: 1 day, 0:34:38 || Estimated Time: 1 day, 1:36:02
2023-07-14 13:39:29,732 semantic_segmentation INFO: Iters: 24500/50000 || Lr: 0.010911 || Task Loss: 0.2579 || KD Loss: 0.0996|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:35:12 || Estimated Time: 1 day, 1:35:24
2023-07-14 13:40:03,472 semantic_segmentation INFO: Iters: 24510/50000 || Lr: 0.010907 || Task Loss: 0.3537 || KD Loss: 0.1186|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:35:46 || Estimated Time: 1 day, 1:34:45
2023-07-14 13:40:37,510 semantic_segmentation INFO: Iters: 24520/50000 || Lr: 0.010903 || Task Loss: 0.2098 || KD Loss: 0.0735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:36:20 || Estimated Time: 1 day, 1:34:07
2023-07-14 13:41:11,368 semantic_segmentation INFO: Iters: 24530/50000 || Lr: 0.010899 || Task Loss: 0.3541 || KD Loss: 0.1281|| 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: 1 day, 0:36:54 || Estimated Time: 1 day, 1:33:28
2023-07-14 13:41:45,274 semantic_segmentation INFO: Iters: 24540/50000 || Lr: 0.010895 || Task Loss: 0.2585 || KD Loss: 0.0947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:37:28 || Estimated Time: 1 day, 1:32:50
2023-07-14 13:42:19,197 semantic_segmentation INFO: Iters: 24550/50000 || Lr: 0.010892 || Task Loss: 0.3716 || KD Loss: 0.1470|| 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: 1 day, 0:38:02 || Estimated Time: 1 day, 1:32:12
2023-07-14 13:42:53,355 semantic_segmentation INFO: Iters: 24560/50000 || Lr: 0.010888 || Task Loss: 0.3628 || KD Loss: 0.2038|| 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: 1 day, 0:38:36 || Estimated Time: 1 day, 1:31:33
2023-07-14 13:43:27,350 semantic_segmentation INFO: Iters: 24570/50000 || Lr: 0.010884 || Task Loss: 0.2902 || KD Loss: 0.0975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:39:10 || Estimated Time: 1 day, 1:30:55
2023-07-14 13:44:01,131 semantic_segmentation INFO: Iters: 24580/50000 || Lr: 0.010880 || Task Loss: 0.3111 || KD Loss: 0.1058|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:39:44 || Estimated Time: 1 day, 1:30:17
2023-07-14 13:44:34,848 semantic_segmentation INFO: Iters: 24590/50000 || Lr: 0.010876 || Task Loss: 0.2545 || KD Loss: 0.1080|| 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: 1 day, 0:40:17 || Estimated Time: 1 day, 1:29:38
2023-07-14 13:45:08,744 semantic_segmentation INFO: Iters: 24600/50000 || Lr: 0.010872 || Task Loss: 0.2850 || KD Loss: 0.1044|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:40:51 || Estimated Time: 1 day, 1:29:00
2023-07-14 13:45:42,960 semantic_segmentation INFO: Iters: 24610/50000 || Lr: 0.010868 || Task Loss: 0.3720 || KD Loss: 0.1268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1284|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:41:25 || Estimated Time: 1 day, 1:28:21
2023-07-14 13:46:16,905 semantic_segmentation INFO: Iters: 24620/50000 || Lr: 0.010865 || Task Loss: 0.3037 || KD Loss: 0.1712|| 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: 1 day, 0:41:59 || Estimated Time: 1 day, 1:27:43
2023-07-14 13:46:50,773 semantic_segmentation INFO: Iters: 24630/50000 || Lr: 0.010861 || Task Loss: 0.2609 || KD Loss: 0.0893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:42:33 || Estimated Time: 1 day, 1:27:05
2023-07-14 13:47:24,677 semantic_segmentation INFO: Iters: 24640/50000 || Lr: 0.010857 || Task Loss: 0.3143 || KD Loss: 0.1252|| 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 day, 0:43:07 || Estimated Time: 1 day, 1:26:26
2023-07-14 13:47:58,495 semantic_segmentation INFO: Iters: 24650/50000 || Lr: 0.010853 || Task Loss: 0.2577 || KD Loss: 0.1049|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:43:41 || Estimated Time: 1 day, 1:25:48
2023-07-14 13:48:32,342 semantic_segmentation INFO: Iters: 24660/50000 || Lr: 0.010849 || Task Loss: 0.2939 || KD Loss: 0.1431|| 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: 1 day, 0:44:15 || Estimated Time: 1 day, 1:25:09
2023-07-14 13:49:06,153 semantic_segmentation INFO: Iters: 24670/50000 || Lr: 0.010845 || Task Loss: 0.3338 || KD Loss: 0.1340|| 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: 1 day, 0:44:49 || Estimated Time: 1 day, 1:24:31
2023-07-14 13:49:40,156 semantic_segmentation INFO: Iters: 24680/50000 || Lr: 0.010842 || Task Loss: 0.4526 || KD Loss: 0.1680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:45:23 || Estimated Time: 1 day, 1:23:53
2023-07-14 13:50:14,158 semantic_segmentation INFO: Iters: 24690/50000 || Lr: 0.010838 || Task Loss: 0.3178 || KD Loss: 0.1295|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1243|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:45:57 || Estimated Time: 1 day, 1:23:14
2023-07-14 13:50:48,067 semantic_segmentation INFO: Iters: 24700/50000 || Lr: 0.010834 || Task Loss: 0.2616 || KD Loss: 0.1456|| 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: 1 day, 0:46:31 || Estimated Time: 1 day, 1:22:36
2023-07-14 13:51:21,862 semantic_segmentation INFO: Iters: 24710/50000 || Lr: 0.010830 || Task Loss: 0.3858 || KD Loss: 0.1710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:47:04 || Estimated Time: 1 day, 1:21:57
2023-07-14 13:51:55,653 semantic_segmentation INFO: Iters: 24720/50000 || Lr: 0.010826 || Task Loss: 0.4922 || KD Loss: 0.2225|| 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: 1 day, 0:47:38 || Estimated Time: 1 day, 1:21:19
2023-07-14 13:52:29,517 semantic_segmentation INFO: Iters: 24730/50000 || Lr: 0.010822 || Task Loss: 0.3009 || KD Loss: 0.1047|| 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: 1 day, 0:48:12 || Estimated Time: 1 day, 1:20:41
2023-07-14 13:53:03,315 semantic_segmentation INFO: Iters: 24740/50000 || Lr: 0.010818 || Task Loss: 0.4946 || KD Loss: 0.1966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1234|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:48:46 || Estimated Time: 1 day, 1:20:02
2023-07-14 13:53:37,191 semantic_segmentation INFO: Iters: 24750/50000 || Lr: 0.010815 || Task Loss: 0.6409 || KD Loss: 0.3666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:49:20 || Estimated Time: 1 day, 1:19:24
2023-07-14 13:54:11,052 semantic_segmentation INFO: Iters: 24760/50000 || Lr: 0.010811 || Task Loss: 0.2180 || KD Loss: 0.0926|| 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: 1 day, 0:49:54 || Estimated Time: 1 day, 1:18:45
2023-07-14 13:54:44,901 semantic_segmentation INFO: Iters: 24770/50000 || Lr: 0.010807 || Task Loss: 0.3242 || KD Loss: 0.1310|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1208|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:50:27 || Estimated Time: 1 day, 1:18:07
2023-07-14 13:55:18,703 semantic_segmentation INFO: Iters: 24780/50000 || Lr: 0.010803 || Task Loss: 0.2765 || KD Loss: 0.0962|| 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: 1 day, 0:51:01 || Estimated Time: 1 day, 1:17:29
2023-07-14 13:55:52,416 semantic_segmentation INFO: Iters: 24790/50000 || Lr: 0.010799 || Task Loss: 0.2971 || KD Loss: 0.1178|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:51:35 || Estimated Time: 1 day, 1:16:50
2023-07-14 13:56:26,390 semantic_segmentation INFO: Iters: 24800/50000 || Lr: 0.010795 || Task Loss: 0.3293 || KD Loss: 0.1116|| 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: 1 day, 0:52:09 || Estimated Time: 1 day, 1:16:12
2023-07-14 13:56:26,458 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 13:56:27,106 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.891, mIoU: 0.346
2023-07-14 13:56:27,226 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.930, mIoU: 0.440
2023-07-14 13:56:27,352 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.940, mIoU: 0.455
2023-07-14 13:56:27,481 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.945, mIoU: 0.483
2023-07-14 13:56:27,606 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.948, mIoU: 0.471
2023-07-14 13:56:27,734 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.951, mIoU: 0.475
2023-07-14 13:56:27,861 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.949, mIoU: 0.470
2023-07-14 13:56:27,984 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.950, mIoU: 0.485
2023-07-14 13:56:28,106 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.949, mIoU: 0.494
2023-07-14 13:56:28,226 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.945, mIoU: 0.517
2023-07-14 13:56:28,344 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.944, mIoU: 0.524
2023-07-14 13:56:28,461 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.940, mIoU: 0.556
2023-07-14 13:56:28,587 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.939, mIoU: 0.569
2023-07-14 13:56:28,716 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.939, mIoU: 0.563
2023-07-14 13:56:28,844 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.939, mIoU: 0.568
2023-07-14 13:56:28,975 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.938, mIoU: 0.563
2023-07-14 13:56:29,101 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.937, mIoU: 0.560
2023-07-14 13:56:29,228 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.937, mIoU: 0.558
2023-07-14 13:56:29,353 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.936, mIoU: 0.565
2023-07-14 13:56:29,473 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.936, mIoU: 0.571
2023-07-14 13:56:29,600 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.936, mIoU: 0.573
2023-07-14 13:56:29,728 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.932, mIoU: 0.582
2023-07-14 13:56:29,855 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.932, mIoU: 0.583
2023-07-14 13:56:29,983 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.932, mIoU: 0.593
2023-07-14 13:56:30,111 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.931, mIoU: 0.609
2023-07-14 13:56:30,232 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.931, mIoU: 0.613
2023-07-14 13:56:30,352 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.930, mIoU: 0.609
2023-07-14 13:56:30,472 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.930, mIoU: 0.605
2023-07-14 13:56:30,589 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.930, mIoU: 0.611
2023-07-14 13:56:30,706 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.929, mIoU: 0.615
2023-07-14 13:56:30,833 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.929, mIoU: 0.613
2023-07-14 13:56:30,965 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.929, mIoU: 0.612
2023-07-14 13:56:31,091 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.930, mIoU: 0.614
2023-07-14 13:56:31,219 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.930, mIoU: 0.612
2023-07-14 13:56:31,347 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.929, mIoU: 0.614
2023-07-14 13:56:31,473 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.930, mIoU: 0.611
2023-07-14 13:56:31,598 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.930, mIoU: 0.608
2023-07-14 13:56:31,720 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.928, mIoU: 0.606
2023-07-14 13:56:31,846 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.927, mIoU: 0.599
2023-07-14 13:56:31,974 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.928, mIoU: 0.600
2023-07-14 13:56:32,100 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.928, mIoU: 0.600
2023-07-14 13:56:32,228 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.929, mIoU: 0.598
2023-07-14 13:56:32,348 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.929, mIoU: 0.599
2023-07-14 13:56:32,470 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.929, mIoU: 0.598
2023-07-14 13:56:32,593 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.930, mIoU: 0.597
2023-07-14 13:56:32,714 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.930, mIoU: 0.597
2023-07-14 13:56:32,833 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.931, mIoU: 0.598
2023-07-14 13:56:32,950 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.932, mIoU: 0.597
2023-07-14 13:56:33,078 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.932, mIoU: 0.603
2023-07-14 13:56:33,213 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.932, mIoU: 0.606
2023-07-14 13:56:33,339 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.932, mIoU: 0.605
2023-07-14 13:56:33,469 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.930, mIoU: 0.604
2023-07-14 13:56:33,597 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.930, mIoU: 0.604
2023-07-14 13:56:33,721 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.929, mIoU: 0.603
2023-07-14 13:56:33,845 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.927, mIoU: 0.601
2023-07-14 13:56:33,970 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.927, mIoU: 0.599
2023-07-14 13:56:34,093 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.927, mIoU: 0.600
2023-07-14 13:56:34,219 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.928, mIoU: 0.606
2023-07-14 13:56:34,348 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.928, mIoU: 0.610
2023-07-14 13:56:34,475 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.928, mIoU: 0.608
2023-07-14 13:56:34,598 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.928, mIoU: 0.613
2023-07-14 13:56:34,719 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.928, mIoU: 0.615
2023-07-14 13:56:34,840 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.927, mIoU: 0.613
2023-07-14 13:56:34,960 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.927, mIoU: 0.617
2023-07-14 13:56:35,078 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.927, mIoU: 0.618
2023-07-14 13:56:35,195 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.926, mIoU: 0.617
2023-07-14 13:56:35,322 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.926, mIoU: 0.616
2023-07-14 13:56:35,456 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.925, mIoU: 0.617
2023-07-14 13:56:35,587 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.925, mIoU: 0.615
2023-07-14 13:56:35,712 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.926, mIoU: 0.616
2023-07-14 13:56:35,833 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.926, mIoU: 0.617
2023-07-14 13:56:35,956 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.927, mIoU: 0.617
2023-07-14 13:56:36,080 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.927, mIoU: 0.616
2023-07-14 13:56:36,201 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.927, mIoU: 0.615
2023-07-14 13:56:36,321 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.927, mIoU: 0.613
2023-07-14 13:56:36,438 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.926, mIoU: 0.612
2023-07-14 13:56:36,565 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.927, mIoU: 0.612
2023-07-14 13:56:36,700 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.927, mIoU: 0.612
2023-07-14 13:56:36,826 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.926, mIoU: 0.611
2023-07-14 13:56:36,954 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.926, mIoU: 0.613
2023-07-14 13:56:37,082 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.926, mIoU: 0.614
2023-07-14 13:56:37,208 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.926, mIoU: 0.615
2023-07-14 13:56:37,334 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.926, mIoU: 0.614
2023-07-14 13:56:37,456 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.925, mIoU: 0.611
2023-07-14 13:56:37,583 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.923, mIoU: 0.607
2023-07-14 13:56:37,712 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.922, mIoU: 0.607
2023-07-14 13:56:37,838 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.922, mIoU: 0.608
2023-07-14 13:56:37,964 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.923, mIoU: 0.608
2023-07-14 13:56:38,085 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.923, mIoU: 0.608
2023-07-14 13:56:38,207 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.923, mIoU: 0.607
2023-07-14 13:56:38,330 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.923, mIoU: 0.606
2023-07-14 13:56:38,450 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.922, mIoU: 0.608
2023-07-14 13:56:38,569 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.922, mIoU: 0.607
2023-07-14 13:56:38,686 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.922, mIoU: 0.607
2023-07-14 13:56:38,815 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.923, mIoU: 0.607
2023-07-14 13:56:38,948 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.923, mIoU: 0.608
2023-07-14 13:56:39,073 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.923, mIoU: 0.608
2023-07-14 13:56:39,203 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.923, mIoU: 0.607
2023-07-14 13:56:39,330 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.923, mIoU: 0.607
2023-07-14 13:56:39,455 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.922, mIoU: 0.608
2023-07-14 13:56:39,580 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.921, mIoU: 0.608
2023-07-14 13:56:39,702 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.921, mIoU: 0.606
2023-07-14 13:56:39,824 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.921, mIoU: 0.606
2023-07-14 13:56:39,948 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.921, mIoU: 0.605
2023-07-14 13:56:40,076 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.921, mIoU: 0.606
2023-07-14 13:56:40,204 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.921, mIoU: 0.606
2023-07-14 13:56:40,331 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.922, mIoU: 0.606
2023-07-14 13:56:40,453 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.922, mIoU: 0.606
2023-07-14 13:56:40,573 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.922, mIoU: 0.606
2023-07-14 13:56:40,694 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.922, mIoU: 0.606
2023-07-14 13:56:40,813 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.922, mIoU: 0.606
2023-07-14 13:56:40,930 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.921, mIoU: 0.605
2023-07-14 13:56:41,055 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.921, mIoU: 0.605
2023-07-14 13:56:41,186 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.922, mIoU: 0.604
2023-07-14 13:56:41,313 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.922, mIoU: 0.604
2023-07-14 13:56:41,439 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.922, mIoU: 0.603
2023-07-14 13:56:41,562 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.921, mIoU: 0.600
2023-07-14 13:56:41,686 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.921, mIoU: 0.598
2023-07-14 13:56:41,810 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.921, mIoU: 0.600
2023-07-14 13:56:41,935 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.922, mIoU: 0.601
2023-07-14 13:56:42,058 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.922, mIoU: 0.600
2023-07-14 13:56:42,177 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.922, mIoU: 0.600
2023-07-14 13:56:42,304 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.922, mIoU: 0.600
2023-07-14 13:56:42,437 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.922, mIoU: 0.603
2023-07-14 13:56:42,564 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.922, mIoU: 0.603
2023-07-14 13:56:42,691 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.921, mIoU: 0.605
2023-07-14 13:56:42,818 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.922, mIoU: 0.607
2023-07-14 13:56:42,946 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.922, mIoU: 0.607
2023-07-14 13:56:43,073 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.922, mIoU: 0.607
2023-07-14 13:56:43,197 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.922, mIoU: 0.607
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2023-07-14 13:57:07,879 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.924, mIoU: 0.586
2023-07-14 13:57:08,006 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.924, mIoU: 0.586
2023-07-14 13:57:08,134 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.924, mIoU: 0.587
2023-07-14 13:57:08,263 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.925, mIoU: 0.587
2023-07-14 13:57:08,388 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.925, mIoU: 0.587
2023-07-14 13:57:08,512 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.925, mIoU: 0.587
2023-07-14 13:57:08,636 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.925, mIoU: 0.587
2023-07-14 13:57:08,759 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.925, mIoU: 0.587
2023-07-14 13:57:08,879 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.925, mIoU: 0.587
2023-07-14 13:57:08,996 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.925, mIoU: 0.588
2023-07-14 13:57:09,120 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.925, mIoU: 0.587
2023-07-14 13:57:09,248 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.925, mIoU: 0.587
2023-07-14 13:57:09,381 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.925, mIoU: 0.588
2023-07-14 13:57:09,511 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.925, mIoU: 0.588
2023-07-14 13:57:09,637 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.925, mIoU: 0.588
2023-07-14 13:57:09,762 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.926, mIoU: 0.589
2023-07-14 13:57:09,887 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.926, mIoU: 0.589
2023-07-14 13:57:10,012 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.926, mIoU: 0.589
2023-07-14 13:57:10,139 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.926, mIoU: 0.589
2023-07-14 13:57:10,271 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.926, mIoU: 0.589
2023-07-14 13:57:10,397 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.926, mIoU: 0.589
2023-07-14 13:57:10,524 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.926, mIoU: 0.590
2023-07-14 13:57:10,648 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.926, mIoU: 0.589
2023-07-14 13:57:10,772 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.926, mIoU: 0.590
2023-07-14 13:57:10,895 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.927, mIoU: 0.590
2023-07-14 13:57:11,019 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.927, mIoU: 0.590
2023-07-14 13:57:11,145 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.927, mIoU: 0.590
2023-07-14 13:57:11,271 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.927, mIoU: 0.590
2023-07-14 13:57:11,394 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.927, mIoU: 0.590
2023-07-14 13:57:11,517 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.927, mIoU: 0.590
2023-07-14 13:57:11,638 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.927, mIoU: 0.590
2023-07-14 13:57:11,757 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.927, mIoU: 0.590
2023-07-14 13:57:11,875 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.927, mIoU: 0.591
2023-07-14 13:57:12,008 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.927, mIoU: 0.591
2023-07-14 13:57:12,143 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.927, mIoU: 0.591
2023-07-14 13:57:12,269 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.927, mIoU: 0.591
2023-07-14 13:57:12,395 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.927, mIoU: 0.591
2023-07-14 13:57:12,523 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.927, mIoU: 0.591
2023-07-14 13:57:12,650 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.927, mIoU: 0.591
2023-07-14 13:57:12,774 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.928, mIoU: 0.591
2023-07-14 13:57:12,896 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.928, mIoU: 0.592
2023-07-14 13:57:13,022 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.928, mIoU: 0.593
2023-07-14 13:57:13,149 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.928, mIoU: 0.594
2023-07-14 13:57:13,276 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.928, mIoU: 0.594
2023-07-14 13:57:13,399 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.928, mIoU: 0.594
2023-07-14 13:57:13,518 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.928, mIoU: 0.594
2023-07-14 13:57:13,646 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.928, mIoU: 0.595
2023-07-14 13:57:13,778 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.928, mIoU: 0.594
2023-07-14 13:57:13,906 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.928, mIoU: 0.594
2023-07-14 13:57:14,032 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.928, mIoU: 0.594
2023-07-14 13:57:14,161 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.928, mIoU: 0.594
2023-07-14 13:57:14,289 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.928, mIoU: 0.595
2023-07-14 13:57:14,415 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.928, mIoU: 0.595
2023-07-14 13:57:14,537 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.929, mIoU: 0.595
2023-07-14 13:57:14,663 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.929, mIoU: 0.596
2023-07-14 13:57:14,791 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.929, mIoU: 0.596
2023-07-14 13:57:14,918 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.929, mIoU: 0.596
2023-07-14 13:57:15,040 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.929, mIoU: 0.596
2023-07-14 13:57:15,159 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.929, mIoU: 0.597
2023-07-14 13:57:15,288 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.929, mIoU: 0.597
2023-07-14 13:57:15,419 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.929, mIoU: 0.597
2023-07-14 13:57:15,547 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.929, mIoU: 0.597
2023-07-14 13:57:15,673 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.929, mIoU: 0.598
2023-07-14 13:57:15,802 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.929, mIoU: 0.598
2023-07-14 13:57:15,931 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.929, mIoU: 0.598
2023-07-14 13:57:16,057 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.929, mIoU: 0.598
2023-07-14 13:57:16,179 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.930, mIoU: 0.598
2023-07-14 13:57:16,306 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.930, mIoU: 0.599
2023-07-14 13:57:16,434 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.930, mIoU: 0.598
2023-07-14 13:57:16,561 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.930, mIoU: 0.599
2023-07-14 13:57:16,690 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.930, mIoU: 0.599
2023-07-14 13:57:16,824 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.930, mIoU: 0.599
2023-07-14 13:57:16,950 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.930, mIoU: 0.599
2023-07-14 13:57:17,076 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.930, mIoU: 0.599
2023-07-14 13:57:17,198 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.930, mIoU: 0.599
2023-07-14 13:57:17,323 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.930, mIoU: 0.599
2023-07-14 13:57:17,449 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.931, mIoU: 0.599
2023-07-14 13:57:17,573 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.931, mIoU: 0.599
2023-07-14 13:57:17,693 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.931, mIoU: 0.599
2023-07-14 13:57:17,811 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.931, mIoU: 0.600
2023-07-14 13:57:17,941 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.931, mIoU: 0.600
2023-07-14 13:57:18,075 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.931, mIoU: 0.600
2023-07-14 13:57:18,204 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.931, mIoU: 0.600
2023-07-14 13:57:18,331 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.931, mIoU: 0.600
2023-07-14 13:57:18,460 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.931, mIoU: 0.600
2023-07-14 13:57:18,587 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.931, mIoU: 0.601
2023-07-14 13:57:18,714 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.931, mIoU: 0.601
2023-07-14 13:57:18,836 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.931, mIoU: 0.601
2023-07-14 13:57:18,962 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.931, mIoU: 0.601
2023-07-14 13:57:19,092 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.931, mIoU: 0.601
2023-07-14 13:57:19,219 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.931, mIoU: 0.601
2023-07-14 13:57:19,346 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.932, mIoU: 0.602
2023-07-14 13:57:19,469 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.932, mIoU: 0.602
2023-07-14 13:57:19,599 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.932, mIoU: 0.602
2023-07-14 13:57:19,729 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.932, mIoU: 0.602
2023-07-14 13:57:19,857 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.932, mIoU: 0.602
2023-07-14 13:57:19,981 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.932, mIoU: 0.602
2023-07-14 13:57:20,105 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.932, mIoU: 0.602
2023-07-14 13:57:20,227 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.932, mIoU: 0.602
2023-07-14 13:57:20,347 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.932, mIoU: 0.602
2023-07-14 13:57:20,464 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.932, mIoU: 0.602
2023-07-14 13:57:20,593 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.932, mIoU: 0.602
2023-07-14 13:57:20,726 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.932, mIoU: 0.602
2023-07-14 13:57:20,856 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.932, mIoU: 0.603
2023-07-14 13:57:20,985 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.932, mIoU: 0.603
2023-07-14 13:57:21,120 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.932, mIoU: 0.603
2023-07-14 13:57:21,248 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.933, mIoU: 0.603
2023-07-14 13:57:21,376 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.933, mIoU: 0.603
2023-07-14 13:57:21,501 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.933, mIoU: 0.603
2023-07-14 13:57:21,623 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.933, mIoU: 0.603
2023-07-14 13:57:21,745 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.933, mIoU: 0.603
2023-07-14 13:57:21,866 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.933, mIoU: 0.603
2023-07-14 13:57:21,985 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.933, mIoU: 0.603
2023-07-14 13:57:22,103 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.933, mIoU: 0.603
2023-07-14 13:57:22,232 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.933, mIoU: 0.603
2023-07-14 13:57:22,367 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.933, mIoU: 0.603
2023-07-14 13:57:22,496 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.933, mIoU: 0.603
2023-07-14 13:57:22,628 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.933, mIoU: 0.603
2023-07-14 13:57:22,761 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.933, mIoU: 0.604
2023-07-14 13:57:22,887 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.933, mIoU: 0.604
2023-07-14 13:57:23,014 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.934, mIoU: 0.604
2023-07-14 13:57:23,140 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.934, mIoU: 0.604
2023-07-14 13:57:23,265 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.934, mIoU: 0.604
2023-07-14 13:57:23,389 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.934, mIoU: 0.604
2023-07-14 13:57:23,511 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.934, mIoU: 0.604
2023-07-14 13:57:23,631 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.934, mIoU: 0.604
2023-07-14 13:57:23,749 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.934, mIoU: 0.604
2023-07-14 13:57:23,877 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.934, mIoU: 0.604
2023-07-14 13:57:24,010 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.934, mIoU: 0.605
2023-07-14 13:57:24,141 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.934, mIoU: 0.605
2023-07-14 13:57:24,268 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.934, mIoU: 0.605
2023-07-14 13:57:24,398 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.934, mIoU: 0.605
2023-07-14 13:57:24,528 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.934, mIoU: 0.605
2023-07-14 13:57:24,651 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-14 13:57:24,774 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-14 13:57:24,902 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-14 13:57:25,031 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-14 13:57:25,159 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-14 13:57:25,285 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-14 13:57:25,408 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-14 13:57:25,535 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.934, mIoU: 0.607
2023-07-14 13:57:25,665 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.934, mIoU: 0.607
2023-07-14 13:57:25,793 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-14 13:57:25,916 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-14 13:57:26,040 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-14 13:57:26,163 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-14 13:57:26,284 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-14 13:57:26,403 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-14 13:57:26,528 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-14 13:57:26,664 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.934, mIoU: 0.607
2023-07-14 13:57:26,792 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-14 13:57:26,923 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.935, mIoU: 0.607
2023-07-14 13:57:27,052 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.935, mIoU: 0.607
2023-07-14 13:57:27,179 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.935, mIoU: 0.607
2023-07-14 13:57:27,306 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.935, mIoU: 0.607
2023-07-14 13:57:27,432 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.935, mIoU: 0.607
2023-07-14 13:57:27,556 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.935, mIoU: 0.607
2023-07-14 13:57:27,683 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.935, mIoU: 0.607
2023-07-14 13:57:27,811 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.935, mIoU: 0.607
2023-07-14 13:57:27,935 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.935, mIoU: 0.607
2023-07-14 13:57:28,053 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.935, mIoU: 0.607
2023-07-14 13:57:28,183 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.935, mIoU: 0.607
2023-07-14 13:57:28,315 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.935, mIoU: 0.607
2023-07-14 13:57:28,443 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.935, mIoU: 0.607
2023-07-14 13:57:28,571 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.935, mIoU: 0.608
2023-07-14 13:57:28,702 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.935, mIoU: 0.608
2023-07-14 13:57:28,829 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.935, mIoU: 0.608
2023-07-14 13:57:28,958 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.935, mIoU: 0.608
2023-07-14 13:57:29,085 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.935, mIoU: 0.608
2023-07-14 13:57:29,208 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.935, mIoU: 0.608
2023-07-14 13:57:29,330 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.935, mIoU: 0.608
2023-07-14 13:57:29,453 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.935, mIoU: 0.608
2023-07-14 13:57:29,573 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.935, mIoU: 0.608
2023-07-14 13:57:29,690 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.935, mIoU: 0.608
2023-07-14 13:58:03,850 semantic_segmentation INFO: Iters: 24810/50000 || Lr: 0.010791 || Task Loss: 0.2510 || KD Loss: 0.0990|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:53:46 || Estimated Time: 1 day, 1:16:38
2023-07-14 13:58:37,767 semantic_segmentation INFO: Iters: 24820/50000 || Lr: 0.010788 || Task Loss: 0.3232 || KD Loss: 0.1370|| 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: 1 day, 0:54:20 || Estimated Time: 1 day, 1:16:00
2023-07-14 13:59:11,528 semantic_segmentation INFO: Iters: 24830/50000 || Lr: 0.010784 || Task Loss: 0.3219 || KD Loss: 0.1292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:54:54 || Estimated Time: 1 day, 1:15:21
2023-07-14 13:59:45,332 semantic_segmentation INFO: Iters: 24840/50000 || Lr: 0.010780 || Task Loss: 0.3872 || KD Loss: 0.1689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1182|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:55:28 || Estimated Time: 1 day, 1:14:43
2023-07-14 14:00:19,166 semantic_segmentation INFO: Iters: 24850/50000 || Lr: 0.010776 || Task Loss: 0.3628 || KD Loss: 0.1479|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 1:14:04
2023-07-14 14:00:53,037 semantic_segmentation INFO: Iters: 24860/50000 || Lr: 0.010772 || Task Loss: 0.3698 || KD Loss: 0.1605|| 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: 1 day, 0:56:36 || Estimated Time: 1 day, 1:13:26
2023-07-14 14:01:26,987 semantic_segmentation INFO: Iters: 24870/50000 || Lr: 0.010768 || Task Loss: 0.4055 || KD Loss: 0.1408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:57:09 || Estimated Time: 1 day, 1:12:47
2023-07-14 14:02:00,915 semantic_segmentation INFO: Iters: 24880/50000 || Lr: 0.010764 || Task Loss: 0.2284 || KD Loss: 0.0765|| 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: 1 day, 0:57:43 || Estimated Time: 1 day, 1:12:09
2023-07-14 14:02:34,841 semantic_segmentation INFO: Iters: 24890/50000 || Lr: 0.010761 || Task Loss: 0.3185 || KD Loss: 0.1078|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:58:17 || Estimated Time: 1 day, 1:11:31
2023-07-14 14:03:08,794 semantic_segmentation INFO: Iters: 24900/50000 || Lr: 0.010757 || Task Loss: 0.3479 || KD Loss: 0.1481|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:58:51 || Estimated Time: 1 day, 1:10:52
2023-07-14 14:03:42,699 semantic_segmentation INFO: Iters: 24910/50000 || Lr: 0.010753 || Task Loss: 0.4282 || KD Loss: 0.1637|| 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: 1 day, 0:59:25 || Estimated Time: 1 day, 1:10:14
2023-07-14 14:04:16,662 semantic_segmentation INFO: Iters: 24920/50000 || Lr: 0.010749 || Task Loss: 0.2921 || KD Loss: 0.0956|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 0:59:59 || Estimated Time: 1 day, 1:09:36
2023-07-14 14:04:50,662 semantic_segmentation INFO: Iters: 24930/50000 || Lr: 0.010745 || Task Loss: 0.2301 || KD Loss: 0.0825|| 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: 1 day, 1:00:33 || Estimated Time: 1 day, 1:08:58
2023-07-14 14:05:24,612 semantic_segmentation INFO: Iters: 24940/50000 || Lr: 0.010741 || Task Loss: 0.3017 || KD Loss: 0.1091|| 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: 1 day, 1:01:07 || Estimated Time: 1 day, 1:08:19
2023-07-14 14:05:58,651 semantic_segmentation INFO: Iters: 24950/50000 || Lr: 0.010737 || Task Loss: 0.3060 || KD Loss: 0.1234|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:01:41 || Estimated Time: 1 day, 1:07:41
2023-07-14 14:06:32,607 semantic_segmentation INFO: Iters: 24960/50000 || Lr: 0.010734 || Task Loss: 0.3613 || KD Loss: 0.1691|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:02:15 || Estimated Time: 1 day, 1:07:03
2023-07-14 14:07:06,564 semantic_segmentation INFO: Iters: 24970/50000 || Lr: 0.010730 || Task Loss: 0.3818 || KD Loss: 0.1375|| 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: 1 day, 1:02:49 || Estimated Time: 1 day, 1:06:25
2023-07-14 14:07:40,608 semantic_segmentation INFO: Iters: 24980/50000 || Lr: 0.010726 || Task Loss: 0.3596 || KD Loss: 0.1375|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:03:23 || Estimated Time: 1 day, 1:05:46
2023-07-14 14:08:14,681 semantic_segmentation INFO: Iters: 24990/50000 || Lr: 0.010722 || Task Loss: 0.3035 || KD Loss: 0.1108|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:03:57 || Estimated Time: 1 day, 1:05:08
2023-07-14 14:08:48,821 semantic_segmentation INFO: Iters: 25000/50000 || Lr: 0.010718 || Task Loss: 0.3759 || KD Loss: 0.1480|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:04:31 || Estimated Time: 1 day, 1:04:30
2023-07-14 14:09:22,881 semantic_segmentation INFO: Iters: 25010/50000 || Lr: 0.010714 || Task Loss: 0.5740 || KD Loss: 0.2781|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:05:05 || Estimated Time: 1 day, 1:03:52
2023-07-14 14:09:56,968 semantic_segmentation INFO: Iters: 25020/50000 || Lr: 0.010710 || Task Loss: 0.3504 || KD Loss: 0.1359|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:05:39 || Estimated Time: 1 day, 1:03:14
2023-07-14 14:10:30,979 semantic_segmentation INFO: Iters: 25030/50000 || Lr: 0.010707 || Task Loss: 0.2813 || KD Loss: 0.0906|| 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: 1 day, 1:06:13 || Estimated Time: 1 day, 1:02:36
2023-07-14 14:11:05,259 semantic_segmentation INFO: Iters: 25040/50000 || Lr: 0.010703 || Task Loss: 0.4221 || KD Loss: 0.2011|| 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: 1 day, 1:06:48 || Estimated Time: 1 day, 1:01:58
2023-07-14 14:11:39,422 semantic_segmentation INFO: Iters: 25050/50000 || Lr: 0.010699 || Task Loss: 0.2792 || KD Loss: 0.1014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 1:01:20
2023-07-14 14:12:13,356 semantic_segmentation INFO: Iters: 25060/50000 || Lr: 0.010695 || Task Loss: 0.3085 || KD Loss: 0.1091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1195|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:07:56 || Estimated Time: 1 day, 1:00:41
2023-07-14 14:12:47,345 semantic_segmentation INFO: Iters: 25070/50000 || Lr: 0.010691 || Task Loss: 0.3067 || KD Loss: 0.1064|| 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: 1 day, 1:08:30 || Estimated Time: 1 day, 1:00:03
2023-07-14 14:13:21,238 semantic_segmentation INFO: Iters: 25080/50000 || Lr: 0.010687 || Task Loss: 0.4302 || KD Loss: 0.2022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:09:04 || Estimated Time: 1 day, 0:59:25
2023-07-14 14:13:55,159 semantic_segmentation INFO: Iters: 25090/50000 || Lr: 0.010683 || Task Loss: 0.3517 || KD Loss: 0.1629|| 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: 1 day, 1:09:38 || Estimated Time: 1 day, 0:58:47
2023-07-14 14:14:29,171 semantic_segmentation INFO: Iters: 25100/50000 || Lr: 0.010680 || Task Loss: 0.3005 || KD Loss: 0.1191|| 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: 1 day, 1:10:12 || Estimated Time: 1 day, 0:58:09
2023-07-14 14:15:03,163 semantic_segmentation INFO: Iters: 25110/50000 || Lr: 0.010676 || Task Loss: 0.3627 || KD Loss: 0.1392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:10:46 || Estimated Time: 1 day, 0:57:30
2023-07-14 14:15:37,143 semantic_segmentation INFO: Iters: 25120/50000 || Lr: 0.010672 || Task Loss: 0.2701 || KD Loss: 0.1116|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 0:56:52
2023-07-14 14:16:11,188 semantic_segmentation INFO: Iters: 25130/50000 || Lr: 0.010668 || Task Loss: 0.3955 || KD Loss: 0.1502|| 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 day, 1:11:54 || Estimated Time: 1 day, 0:56:14
2023-07-14 14:16:45,140 semantic_segmentation INFO: Iters: 25140/50000 || Lr: 0.010664 || Task Loss: 0.2581 || KD Loss: 0.0964|| 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: 1 day, 1:12:28 || Estimated Time: 1 day, 0:55:36
2023-07-14 14:17:19,174 semantic_segmentation INFO: Iters: 25150/50000 || Lr: 0.010660 || Task Loss: 0.4308 || KD Loss: 0.1492|| 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: 1 day, 1:13:02 || Estimated Time: 1 day, 0:54:58
2023-07-14 14:17:53,279 semantic_segmentation INFO: Iters: 25160/50000 || Lr: 0.010656 || Task Loss: 0.4297 || KD Loss: 0.1729|| 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: 1 day, 1:13:36 || Estimated Time: 1 day, 0:54:20
2023-07-14 14:18:27,299 semantic_segmentation INFO: Iters: 25170/50000 || Lr: 0.010653 || Task Loss: 0.3867 || KD Loss: 0.1457|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:14:10 || Estimated Time: 1 day, 0:53:41
2023-07-14 14:19:01,606 semantic_segmentation INFO: Iters: 25180/50000 || Lr: 0.010649 || Task Loss: 0.5698 || KD Loss: 0.2550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:14:44 || Estimated Time: 1 day, 0:53:04
2023-07-14 14:19:35,575 semantic_segmentation INFO: Iters: 25190/50000 || Lr: 0.010645 || Task Loss: 0.3035 || KD Loss: 0.1337|| 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: 1 day, 1:15:18 || Estimated Time: 1 day, 0:52:25
2023-07-14 14:20:09,517 semantic_segmentation INFO: Iters: 25200/50000 || Lr: 0.010641 || Task Loss: 0.3047 || KD Loss: 0.1161|| 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: 1 day, 1:15:52 || Estimated Time: 1 day, 0:51:47
2023-07-14 14:20:43,542 semantic_segmentation INFO: Iters: 25210/50000 || Lr: 0.010637 || Task Loss: 0.2640 || KD Loss: 0.0815|| 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: 1 day, 1:16:26 || Estimated Time: 1 day, 0:51:09
2023-07-14 14:21:17,804 semantic_segmentation INFO: Iters: 25220/50000 || Lr: 0.010633 || Task Loss: 0.3488 || KD Loss: 0.1141|| 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: 1 day, 1:17:00 || Estimated Time: 1 day, 0:50:31
2023-07-14 14:21:51,808 semantic_segmentation INFO: Iters: 25230/50000 || Lr: 0.010629 || Task Loss: 0.3878 || KD Loss: 0.1569|| 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 day, 1:17:34 || Estimated Time: 1 day, 0:49:53
2023-07-14 14:22:25,763 semantic_segmentation INFO: Iters: 25240/50000 || Lr: 0.010625 || Task Loss: 0.4290 || KD Loss: 0.1765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:18:08 || Estimated Time: 1 day, 0:49:15
2023-07-14 14:22:59,748 semantic_segmentation INFO: Iters: 25250/50000 || Lr: 0.010622 || Task Loss: 0.3332 || KD Loss: 0.1263|| 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: 1 day, 1:18:42 || Estimated Time: 1 day, 0:48:37
2023-07-14 14:23:33,792 semantic_segmentation INFO: Iters: 25260/50000 || Lr: 0.010618 || Task Loss: 0.2936 || KD Loss: 0.1190|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 0:47:59
2023-07-14 14:24:07,920 semantic_segmentation INFO: Iters: 25270/50000 || Lr: 0.010614 || Task Loss: 0.2407 || KD Loss: 0.0914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:19:50 || Estimated Time: 1 day, 0:47:21
2023-07-14 14:24:42,135 semantic_segmentation INFO: Iters: 25280/50000 || Lr: 0.010610 || Task Loss: 0.3111 || KD Loss: 0.1280|| 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: 1 day, 1:20:25 || Estimated Time: 1 day, 0:46:43
2023-07-14 14:25:16,158 semantic_segmentation INFO: Iters: 25290/50000 || Lr: 0.010606 || Task Loss: 0.4282 || KD Loss: 0.1375|| 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: 1 day, 1:20:59 || Estimated Time: 1 day, 0:46:05
2023-07-14 14:25:50,262 semantic_segmentation INFO: Iters: 25300/50000 || Lr: 0.010602 || Task Loss: 0.2672 || KD Loss: 0.1262|| 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 day, 1:21:33 || Estimated Time: 1 day, 0:45:27
2023-07-14 14:26:24,392 semantic_segmentation INFO: Iters: 25310/50000 || Lr: 0.010598 || Task Loss: 0.3984 || KD Loss: 0.1268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:22:07 || Estimated Time: 1 day, 0:44:49
2023-07-14 14:26:58,596 semantic_segmentation INFO: Iters: 25320/50000 || Lr: 0.010595 || Task Loss: 0.3160 || KD Loss: 0.1210|| 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: 1 day, 1:22:41 || Estimated Time: 1 day, 0:44:11
2023-07-14 14:27:32,631 semantic_segmentation INFO: Iters: 25330/50000 || Lr: 0.010591 || Task Loss: 0.4562 || KD Loss: 0.2022|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:23:15 || Estimated Time: 1 day, 0:43:33
2023-07-14 14:28:06,702 semantic_segmentation INFO: Iters: 25340/50000 || Lr: 0.010587 || Task Loss: 0.3167 || KD Loss: 0.1019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:23:49 || Estimated Time: 1 day, 0:42:55
2023-07-14 14:28:40,887 semantic_segmentation INFO: Iters: 25350/50000 || Lr: 0.010583 || Task Loss: 0.6484 || KD Loss: 0.3202|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:24:23 || Estimated Time: 1 day, 0:42:17
2023-07-14 14:29:14,937 semantic_segmentation INFO: Iters: 25360/50000 || Lr: 0.010579 || Task Loss: 0.3045 || KD Loss: 0.1141|| 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: 1 day, 1:24:57 || Estimated Time: 1 day, 0:41:39
2023-07-14 14:29:48,960 semantic_segmentation INFO: Iters: 25370/50000 || Lr: 0.010575 || Task Loss: 0.3607 || KD Loss: 0.1519|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:25:31 || Estimated Time: 1 day, 0:41:00
2023-07-14 14:30:22,975 semantic_segmentation INFO: Iters: 25380/50000 || Lr: 0.010571 || Task Loss: 0.1989 || KD Loss: 0.0848|| 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 day, 1:26:05 || Estimated Time: 1 day, 0:40:22
2023-07-14 14:30:57,115 semantic_segmentation INFO: Iters: 25390/50000 || Lr: 0.010568 || Task Loss: 0.6417 || KD Loss: 0.2933|| 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: 1 day, 1:26:40 || Estimated Time: 1 day, 0:39:44
2023-07-14 14:31:31,172 semantic_segmentation INFO: Iters: 25400/50000 || Lr: 0.010564 || Task Loss: 0.3054 || KD Loss: 0.0992|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:27:14 || Estimated Time: 1 day, 0:39:06
2023-07-14 14:32:05,443 semantic_segmentation INFO: Iters: 25410/50000 || Lr: 0.010560 || Task Loss: 0.4903 || KD Loss: 0.2139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:27:48 || Estimated Time: 1 day, 0:38:29
2023-07-14 14:32:39,580 semantic_segmentation INFO: Iters: 25420/50000 || Lr: 0.010556 || Task Loss: 0.2659 || KD Loss: 0.1001|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:28:22 || Estimated Time: 1 day, 0:37:51
2023-07-14 14:33:13,702 semantic_segmentation INFO: Iters: 25430/50000 || Lr: 0.010552 || Task Loss: 0.3113 || KD Loss: 0.1225|| 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 day, 1:28:56 || Estimated Time: 1 day, 0:37:13
2023-07-14 14:33:47,721 semantic_segmentation INFO: Iters: 25440/50000 || Lr: 0.010548 || Task Loss: 0.4316 || KD Loss: 0.1648|| 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: 1 day, 1:29:30 || Estimated Time: 1 day, 0:36:35
2023-07-14 14:34:21,690 semantic_segmentation INFO: Iters: 25450/50000 || Lr: 0.010544 || Task Loss: 0.3338 || KD Loss: 0.1226|| 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 day, 1:30:04 || Estimated Time: 1 day, 0:35:57
2023-07-14 14:34:55,795 semantic_segmentation INFO: Iters: 25460/50000 || Lr: 0.010540 || Task Loss: 0.2729 || KD Loss: 0.1107|| 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: 1 day, 1:30:38 || Estimated Time: 1 day, 0:35:19
2023-07-14 14:35:29,746 semantic_segmentation INFO: Iters: 25470/50000 || Lr: 0.010537 || Task Loss: 0.3013 || KD Loss: 0.1541|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:31:12 || Estimated Time: 1 day, 0:34:40
2023-07-14 14:36:03,759 semantic_segmentation INFO: Iters: 25480/50000 || Lr: 0.010533 || Task Loss: 0.3428 || KD Loss: 0.1124|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:31:46 || Estimated Time: 1 day, 0:34:02
2023-07-14 14:36:37,792 semantic_segmentation INFO: Iters: 25490/50000 || Lr: 0.010529 || Task Loss: 0.2655 || KD Loss: 0.1091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:32:20 || Estimated Time: 1 day, 0:33:24
2023-07-14 14:37:11,918 semantic_segmentation INFO: Iters: 25500/50000 || Lr: 0.010525 || Task Loss: 0.3249 || KD Loss: 0.1570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:32:54 || Estimated Time: 1 day, 0:32:46
2023-07-14 14:37:46,157 semantic_segmentation INFO: Iters: 25510/50000 || Lr: 0.010521 || Task Loss: 0.3907 || KD Loss: 0.1933|| 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 day, 1:33:29 || Estimated Time: 1 day, 0:32:09
2023-07-14 14:38:20,407 semantic_segmentation INFO: Iters: 25520/50000 || Lr: 0.010517 || Task Loss: 0.4264 || KD Loss: 0.2002|| 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: 1 day, 1:34:03 || Estimated Time: 1 day, 0:31:31
2023-07-14 14:38:54,543 semantic_segmentation INFO: Iters: 25530/50000 || Lr: 0.010513 || Task Loss: 0.5065 || KD Loss: 0.1881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:34:37 || Estimated Time: 1 day, 0:30:53
2023-07-14 14:39:28,653 semantic_segmentation INFO: Iters: 25540/50000 || Lr: 0.010510 || Task Loss: 0.2267 || KD Loss: 0.0825|| 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: 1 day, 1:35:11 || Estimated Time: 1 day, 0:30:15
2023-07-14 14:40:02,725 semantic_segmentation INFO: Iters: 25550/50000 || Lr: 0.010506 || Task Loss: 0.3489 || KD Loss: 0.1229|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:35:45 || Estimated Time: 1 day, 0:29:37
2023-07-14 14:40:36,796 semantic_segmentation INFO: Iters: 25560/50000 || Lr: 0.010502 || Task Loss: 0.2698 || KD Loss: 0.1032|| 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: 1 day, 1:36:19 || Estimated Time: 1 day, 0:28:59
2023-07-14 14:41:10,856 semantic_segmentation INFO: Iters: 25570/50000 || Lr: 0.010498 || Task Loss: 0.4049 || KD Loss: 0.1551|| 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: 1 day, 1:36:53 || Estimated Time: 1 day, 0:28:21
2023-07-14 14:41:44,863 semantic_segmentation INFO: Iters: 25580/50000 || Lr: 0.010494 || Task Loss: 0.6473 || KD Loss: 0.3088|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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, 0:27:43
2023-07-14 14:42:18,967 semantic_segmentation INFO: Iters: 25590/50000 || Lr: 0.010490 || Task Loss: 0.3586 || KD Loss: 0.1365|| 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: 1 day, 1:38:01 || Estimated Time: 1 day, 0:27:05
2023-07-14 14:42:52,960 semantic_segmentation INFO: Iters: 25600/50000 || Lr: 0.010486 || Task Loss: 0.3253 || KD Loss: 0.1482|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:38:35 || Estimated Time: 1 day, 0:26:27
2023-07-14 14:42:53,033 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 14:42:53,651 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.940, mIoU: 0.370
2023-07-14 14:42:53,773 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.956, mIoU: 0.440
2023-07-14 14:42:53,892 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.460
2023-07-14 14:42:54,022 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.956, mIoU: 0.479
2023-07-14 14:42:54,153 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.958, mIoU: 0.474
2023-07-14 14:42:54,279 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.957, mIoU: 0.474
2023-07-14 14:42:54,408 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.954, mIoU: 0.470
2023-07-14 14:42:54,538 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.955, mIoU: 0.506
2023-07-14 14:42:54,660 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.954, mIoU: 0.532
2023-07-14 14:42:54,781 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.950, mIoU: 0.561
2023-07-14 14:42:54,902 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.948, mIoU: 0.567
2023-07-14 14:42:55,021 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.945, mIoU: 0.608
2023-07-14 14:42:55,141 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.943, mIoU: 0.611
2023-07-14 14:42:55,267 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.941, mIoU: 0.593
2023-07-14 14:42:55,395 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.941, mIoU: 0.600
2023-07-14 14:42:55,522 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.939, mIoU: 0.595
2023-07-14 14:42:55,646 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.939, mIoU: 0.596
2023-07-14 14:42:55,773 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.939, mIoU: 0.595
2023-07-14 14:42:55,899 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.937, mIoU: 0.600
2023-07-14 14:42:56,024 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.938, mIoU: 0.607
2023-07-14 14:42:56,144 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.939, mIoU: 0.607
2023-07-14 14:42:56,271 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.931, mIoU: 0.584
2023-07-14 14:42:56,401 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.931, mIoU: 0.585
2023-07-14 14:42:56,528 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.931, mIoU: 0.595
2023-07-14 14:42:56,653 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.930, mIoU: 0.609
2023-07-14 14:42:56,773 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.931, mIoU: 0.613
2023-07-14 14:42:56,896 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.930, mIoU: 0.605
2023-07-14 14:42:57,022 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.929, mIoU: 0.602
2023-07-14 14:42:57,142 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.930, mIoU: 0.611
2023-07-14 14:42:57,261 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.929, mIoU: 0.612
2023-07-14 14:42:57,377 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.929, mIoU: 0.611
2023-07-14 14:42:57,505 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.929, mIoU: 0.610
2023-07-14 14:42:57,638 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.930, mIoU: 0.611
2023-07-14 14:42:57,766 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.930, mIoU: 0.611
2023-07-14 14:42:57,895 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.929, mIoU: 0.612
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2023-07-14 14:42:59,021 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.930, mIoU: 0.600
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2023-07-14 14:42:59,401 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.931, mIoU: 0.596
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2023-07-14 14:43:00,025 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.931, mIoU: 0.601
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2023-07-14 14:43:47,587 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.934, mIoU: 0.615
2023-07-14 14:43:47,716 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.934, mIoU: 0.615
2023-07-14 14:43:47,841 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.934, mIoU: 0.615
2023-07-14 14:43:47,960 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.934, mIoU: 0.615
2023-07-14 14:43:48,092 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.934, mIoU: 0.615
2023-07-14 14:43:48,225 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.934, mIoU: 0.615
2023-07-14 14:43:48,353 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.934, mIoU: 0.615
2023-07-14 14:43:48,481 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.934, mIoU: 0.615
2023-07-14 14:43:48,614 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.934, mIoU: 0.615
2023-07-14 14:43:48,743 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.934, mIoU: 0.615
2023-07-14 14:43:48,869 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.934, mIoU: 0.615
2023-07-14 14:43:48,992 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.934, mIoU: 0.615
2023-07-14 14:43:49,115 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.935, mIoU: 0.615
2023-07-14 14:43:49,239 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.935, mIoU: 0.615
2023-07-14 14:43:49,360 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.935, mIoU: 0.615
2023-07-14 14:43:49,480 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.935, mIoU: 0.615
2023-07-14 14:43:49,597 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.935, mIoU: 0.615
2023-07-14 14:43:49,727 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.935, mIoU: 0.615
2023-07-14 14:43:49,861 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.935, mIoU: 0.615
2023-07-14 14:43:49,990 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.935, mIoU: 0.616
2023-07-14 14:43:50,118 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.935, mIoU: 0.615
2023-07-14 14:43:50,250 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.935, mIoU: 0.616
2023-07-14 14:43:50,377 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.935, mIoU: 0.616
2023-07-14 14:43:50,505 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.935, mIoU: 0.616
2023-07-14 14:43:50,629 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.935, mIoU: 0.616
2023-07-14 14:43:50,751 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.935, mIoU: 0.616
2023-07-14 14:43:50,875 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.935, mIoU: 0.617
2023-07-14 14:43:50,998 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.935, mIoU: 0.617
2023-07-14 14:43:51,118 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.936, mIoU: 0.617
2023-07-14 14:43:51,235 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.936, mIoU: 0.617
2023-07-14 14:43:51,364 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.936, mIoU: 0.617
2023-07-14 14:43:51,496 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.936, mIoU: 0.617
2023-07-14 14:43:51,624 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.936, mIoU: 0.617
2023-07-14 14:43:51,755 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.936, mIoU: 0.617
2023-07-14 14:43:51,885 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.936, mIoU: 0.617
2023-07-14 14:43:52,012 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 14:43:52,140 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.936, mIoU: 0.617
2023-07-14 14:43:52,264 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 14:43:52,390 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 14:43:52,515 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 14:43:52,641 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 14:43:52,763 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 14:43:52,881 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 14:43:53,010 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 14:43:53,143 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 14:43:53,271 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 14:43:53,395 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 14:43:53,524 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 14:43:53,652 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 14:43:53,778 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 14:43:53,899 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 14:43:54,031 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 14:43:54,166 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 14:43:54,293 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 14:43:54,422 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 14:43:54,548 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.936, mIoU: 0.619
2023-07-14 14:43:54,678 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.937, mIoU: 0.619
2023-07-14 14:43:54,808 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.936, mIoU: 0.619
2023-07-14 14:43:54,933 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.936, mIoU: 0.619
2023-07-14 14:43:55,056 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.937, mIoU: 0.619
2023-07-14 14:43:55,178 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.937, mIoU: 0.619
2023-07-14 14:43:55,298 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.937, mIoU: 0.619
2023-07-14 14:43:55,417 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.937, mIoU: 0.619
2023-07-14 14:43:55,534 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.937, mIoU: 0.620
2023-07-14 14:43:55,663 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.937, mIoU: 0.620
2023-07-14 14:43:55,796 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.937, mIoU: 0.620
2023-07-14 14:43:55,926 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.937, mIoU: 0.620
2023-07-14 14:43:56,055 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.937, mIoU: 0.620
2023-07-14 14:43:56,186 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.937, mIoU: 0.620
2023-07-14 14:43:56,311 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.937, mIoU: 0.620
2023-07-14 14:43:56,436 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.937, mIoU: 0.620
2023-07-14 14:43:56,558 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.937, mIoU: 0.620
2023-07-14 14:44:31,051 semantic_segmentation INFO: Iters: 25610/50000 || Lr: 0.010482 || Task Loss: 0.5164 || KD Loss: 0.1917|| 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: 1 day, 1:40:14 || Estimated Time: 1 day, 0:26:50
2023-07-14 14:45:05,167 semantic_segmentation INFO: Iters: 25620/50000 || Lr: 0.010479 || Task Loss: 0.2873 || KD Loss: 0.1206|| 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: 1 day, 1:40:48 || Estimated Time: 1 day, 0:26:12
2023-07-14 14:45:39,206 semantic_segmentation INFO: Iters: 25630/50000 || Lr: 0.010475 || Task Loss: 0.3781 || KD Loss: 0.2032|| 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: 1 day, 1:41:22 || Estimated Time: 1 day, 0:25:34
2023-07-14 14:46:13,253 semantic_segmentation INFO: Iters: 25640/50000 || Lr: 0.010471 || Task Loss: 0.3899 || KD Loss: 0.1550|| 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 day, 1:41:56 || Estimated Time: 1 day, 0:24:56
2023-07-14 14:46:47,288 semantic_segmentation INFO: Iters: 25650/50000 || Lr: 0.010467 || Task Loss: 0.3167 || KD Loss: 0.1243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1216|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:42:30 || Estimated Time: 1 day, 0:24:18
2023-07-14 14:47:21,353 semantic_segmentation INFO: Iters: 25660/50000 || Lr: 0.010463 || Task Loss: 0.2578 || KD Loss: 0.1021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:43:04 || Estimated Time: 1 day, 0:23:40
2023-07-14 14:47:55,535 semantic_segmentation INFO: Iters: 25670/50000 || Lr: 0.010459 || Task Loss: 0.2392 || KD Loss: 0.0917|| 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: 1 day, 1:43:38 || Estimated Time: 1 day, 0:23:02
2023-07-14 14:48:29,624 semantic_segmentation INFO: Iters: 25680/50000 || Lr: 0.010455 || Task Loss: 0.2918 || KD Loss: 0.1059|| 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: 1 day, 1:44:12 || Estimated Time: 1 day, 0:22:24
2023-07-14 14:49:03,740 semantic_segmentation INFO: Iters: 25690/50000 || Lr: 0.010452 || Task Loss: 0.4190 || KD Loss: 0.1776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:44:46 || Estimated Time: 1 day, 0:21:46
2023-07-14 14:49:37,825 semantic_segmentation INFO: Iters: 25700/50000 || Lr: 0.010448 || Task Loss: 0.2585 || KD Loss: 0.1219|| 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: 1 day, 1:45:20 || Estimated Time: 1 day, 0:21:08
2023-07-14 14:50:11,880 semantic_segmentation INFO: Iters: 25710/50000 || Lr: 0.010444 || Task Loss: 0.4287 || KD Loss: 0.1630|| 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: 1 day, 1:45:54 || Estimated Time: 1 day, 0:20:30
2023-07-14 14:50:45,931 semantic_segmentation INFO: Iters: 25720/50000 || Lr: 0.010440 || Task Loss: 0.3301 || KD Loss: 0.1837|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:46:28 || Estimated Time: 1 day, 0:19:52
2023-07-14 14:51:20,012 semantic_segmentation INFO: Iters: 25730/50000 || Lr: 0.010436 || Task Loss: 0.2489 || KD Loss: 0.0815|| 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: 1 day, 1:47:03 || Estimated Time: 1 day, 0:19:14
2023-07-14 14:51:54,146 semantic_segmentation INFO: Iters: 25740/50000 || Lr: 0.010432 || Task Loss: 0.2763 || KD Loss: 0.0936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:47:37 || Estimated Time: 1 day, 0:18:36
2023-07-14 14:52:28,335 semantic_segmentation INFO: Iters: 25750/50000 || Lr: 0.010428 || Task Loss: 0.4320 || KD Loss: 0.1314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:48:11 || Estimated Time: 1 day, 0:17:59
2023-07-14 14:53:02,450 semantic_segmentation INFO: Iters: 25760/50000 || Lr: 0.010424 || Task Loss: 0.3425 || KD Loss: 0.1184|| 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 day, 1:48:45 || Estimated Time: 1 day, 0:17:21
2023-07-14 14:53:36,618 semantic_segmentation INFO: Iters: 25770/50000 || Lr: 0.010421 || Task Loss: 0.4925 || KD Loss: 0.1893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:49:19 || Estimated Time: 1 day, 0:16:43
2023-07-14 14:54:10,743 semantic_segmentation INFO: Iters: 25780/50000 || Lr: 0.010417 || Task Loss: 0.3167 || KD Loss: 0.1274|| 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: 1 day, 1:49:53 || Estimated Time: 1 day, 0:16:05
2023-07-14 14:54:44,948 semantic_segmentation INFO: Iters: 25790/50000 || Lr: 0.010413 || Task Loss: 0.3147 || KD Loss: 0.1372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:50:27 || Estimated Time: 1 day, 0:15:27
2023-07-14 14:55:19,042 semantic_segmentation INFO: Iters: 25800/50000 || Lr: 0.010409 || Task Loss: 0.3927 || KD Loss: 0.1768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:51:02 || Estimated Time: 1 day, 0:14:49
2023-07-14 14:55:53,123 semantic_segmentation INFO: Iters: 25810/50000 || Lr: 0.010405 || Task Loss: 0.5670 || KD Loss: 0.2332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:51:36 || Estimated Time: 1 day, 0:14:11
2023-07-14 14:56:27,173 semantic_segmentation INFO: Iters: 25820/50000 || Lr: 0.010401 || Task Loss: 0.3361 || KD Loss: 0.1207|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:52:10 || Estimated Time: 1 day, 0:13:33
2023-07-14 14:57:01,060 semantic_segmentation INFO: Iters: 25830/50000 || Lr: 0.010397 || Task Loss: 0.3484 || KD Loss: 0.1200|| 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: 1 day, 1:52:44 || Estimated Time: 1 day, 0:12:55
2023-07-14 14:57:35,003 semantic_segmentation INFO: Iters: 25840/50000 || Lr: 0.010393 || Task Loss: 0.2257 || KD Loss: 0.0843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1190|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:53:18 || Estimated Time: 1 day, 0:12:17
2023-07-14 14:58:09,001 semantic_segmentation INFO: Iters: 25850/50000 || Lr: 0.010390 || Task Loss: 0.3036 || KD Loss: 0.1140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:53:52 || Estimated Time: 1 day, 0:11:39
2023-07-14 14:58:43,003 semantic_segmentation INFO: Iters: 25860/50000 || Lr: 0.010386 || Task Loss: 0.2716 || KD Loss: 0.0928|| 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: 1 day, 1:54:26 || Estimated Time: 1 day, 0:11:01
2023-07-14 14:59:17,156 semantic_segmentation INFO: Iters: 25870/50000 || Lr: 0.010382 || Task Loss: 0.3216 || KD Loss: 0.0908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:55:00 || Estimated Time: 1 day, 0:10:23
2023-07-14 14:59:51,311 semantic_segmentation INFO: Iters: 25880/50000 || Lr: 0.010378 || Task Loss: 0.2890 || KD Loss: 0.1132|| 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, 1:55:34 || Estimated Time: 1 day, 0:09:45
2023-07-14 15:00:25,409 semantic_segmentation INFO: Iters: 25890/50000 || Lr: 0.010374 || Task Loss: 0.3284 || KD Loss: 0.1721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:56:08 || Estimated Time: 1 day, 0:09:08
2023-07-14 15:00:59,568 semantic_segmentation INFO: Iters: 25900/50000 || Lr: 0.010370 || Task Loss: 0.2919 || KD Loss: 0.1156|| 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: 1 day, 1:56:42 || Estimated Time: 1 day, 0:08:30
2023-07-14 15:01:33,700 semantic_segmentation INFO: Iters: 25910/50000 || Lr: 0.010366 || Task Loss: 0.2891 || KD Loss: 0.0943|| 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: 1 day, 1:57:16 || Estimated Time: 1 day, 0:07:52
2023-07-14 15:02:07,967 semantic_segmentation INFO: Iters: 25920/50000 || Lr: 0.010362 || Task Loss: 0.3523 || KD Loss: 0.1217|| 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: 1 day, 1:57:50 || Estimated Time: 1 day, 0:07:14
2023-07-14 15:02:42,294 semantic_segmentation INFO: Iters: 25930/50000 || Lr: 0.010359 || Task Loss: 0.2541 || KD Loss: 0.0899|| 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: 1 day, 1:58:25 || Estimated Time: 1 day, 0:06:36
2023-07-14 15:03:16,443 semantic_segmentation INFO: Iters: 25940/50000 || Lr: 0.010355 || Task Loss: 0.6182 || KD Loss: 0.3252|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:58:59 || Estimated Time: 1 day, 0:05:59
2023-07-14 15:03:50,830 semantic_segmentation INFO: Iters: 25950/50000 || Lr: 0.010351 || Task Loss: 0.4282 || KD Loss: 0.1793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 1:59:33 || Estimated Time: 1 day, 0:05:21
2023-07-14 15:04:25,139 semantic_segmentation INFO: Iters: 25960/50000 || Lr: 0.010347 || Task Loss: 0.3867 || KD Loss: 0.1920|| 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 day, 2:00:08 || Estimated Time: 1 day, 0:04:43
2023-07-14 15:04:59,288 semantic_segmentation INFO: Iters: 25970/50000 || Lr: 0.010343 || Task Loss: 0.3716 || KD Loss: 0.1207|| 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: 1 day, 2:00:42 || Estimated Time: 1 day, 0:04:05
2023-07-14 15:05:33,397 semantic_segmentation INFO: Iters: 25980/50000 || Lr: 0.010339 || Task Loss: 0.4474 || KD Loss: 0.1796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:01:16 || Estimated Time: 1 day, 0:03:28
2023-07-14 15:06:07,670 semantic_segmentation INFO: Iters: 25990/50000 || Lr: 0.010335 || Task Loss: 0.3116 || KD Loss: 0.1219|| 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: 1 day, 2:01:50 || Estimated Time: 1 day, 0:02:50
2023-07-14 15:06:42,026 semantic_segmentation INFO: Iters: 26000/50000 || Lr: 0.010332 || Task Loss: 0.3386 || KD Loss: 0.1359|| 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: 1 day, 2:02:25 || Estimated Time: 1 day, 0:02:12
2023-07-14 15:07:16,238 semantic_segmentation INFO: Iters: 26010/50000 || Lr: 0.010328 || Task Loss: 0.2748 || KD Loss: 0.0963|| 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: 1 day, 2:02:59 || Estimated Time: 1 day, 0:01:35
2023-07-14 15:07:50,421 semantic_segmentation INFO: Iters: 26020/50000 || Lr: 0.010324 || Task Loss: 0.3892 || KD Loss: 0.1255|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:03:33 || Estimated Time: 1 day, 0:00:57
2023-07-14 15:08:24,593 semantic_segmentation INFO: Iters: 26030/50000 || Lr: 0.010320 || Task Loss: 0.3109 || KD Loss: 0.1044|| 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: 1 day, 2:04:07 || Estimated Time: 1 day, 0:00:19
2023-07-14 15:08:59,048 semantic_segmentation INFO: Iters: 26040/50000 || Lr: 0.010316 || Task Loss: 0.4488 || KD Loss: 0.2453|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:04:42 || Estimated Time: 23:59:41
2023-07-14 15:09:33,569 semantic_segmentation INFO: Iters: 26050/50000 || Lr: 0.010312 || Task Loss: 0.2909 || KD Loss: 0.1226|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:05:16 || Estimated Time: 23:59:04
2023-07-14 15:10:08,167 semantic_segmentation INFO: Iters: 26060/50000 || Lr: 0.010308 || Task Loss: 0.4142 || KD Loss: 0.1671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:05:51 || Estimated Time: 23:58:27
2023-07-14 15:10:42,436 semantic_segmentation INFO: Iters: 26070/50000 || Lr: 0.010304 || Task Loss: 0.2893 || KD Loss: 0.1023|| 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: 1 day, 2:06:25 || Estimated Time: 23:57:49
2023-07-14 15:11:17,026 semantic_segmentation INFO: Iters: 26080/50000 || Lr: 0.010301 || Task Loss: 0.2793 || KD Loss: 0.0952|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 23:57:11
2023-07-14 15:11:51,196 semantic_segmentation INFO: Iters: 26090/50000 || Lr: 0.010297 || Task Loss: 0.2827 || KD Loss: 0.1073|| 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: 1 day, 2:07:34 || Estimated Time: 23:56:34
2023-07-14 15:12:25,360 semantic_segmentation INFO: Iters: 26100/50000 || Lr: 0.010293 || Task Loss: 0.3664 || KD Loss: 0.1588|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:08:08 || Estimated Time: 23:55:56
2023-07-14 15:12:59,579 semantic_segmentation INFO: Iters: 26110/50000 || Lr: 0.010289 || Task Loss: 0.4695 || KD Loss: 0.1606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:08:42 || Estimated Time: 23:55:18
2023-07-14 15:13:33,790 semantic_segmentation INFO: Iters: 26120/50000 || Lr: 0.010285 || Task Loss: 0.3496 || KD Loss: 0.1486|| 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: 1 day, 2:09:16 || Estimated Time: 23:54:41
2023-07-14 15:14:07,991 semantic_segmentation INFO: Iters: 26130/50000 || Lr: 0.010281 || Task Loss: 0.4330 || KD Loss: 0.1772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:09:50 || Estimated Time: 23:54:03
2023-07-14 15:14:42,108 semantic_segmentation INFO: Iters: 26140/50000 || Lr: 0.010277 || Task Loss: 0.2901 || KD Loss: 0.1007|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:10:25 || Estimated Time: 23:53:25
2023-07-14 15:15:16,303 semantic_segmentation INFO: Iters: 26150/50000 || Lr: 0.010273 || Task Loss: 0.2574 || KD Loss: 0.1016|| 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 day, 2:10:59 || Estimated Time: 23:52:47
2023-07-14 15:15:50,468 semantic_segmentation INFO: Iters: 26160/50000 || Lr: 0.010269 || Task Loss: 0.3076 || KD Loss: 0.1517|| 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: 1 day, 2:11:33 || Estimated Time: 23:52:09
2023-07-14 15:16:24,605 semantic_segmentation INFO: Iters: 26170/50000 || Lr: 0.010266 || Task Loss: 0.3084 || KD Loss: 0.1214|| 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: 1 day, 2:12:07 || Estimated Time: 23:51:32
2023-07-14 15:16:59,052 semantic_segmentation INFO: Iters: 26180/50000 || Lr: 0.010262 || Task Loss: 0.3705 || KD Loss: 0.1506|| 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: 1 day, 2:12:42 || Estimated Time: 23:50:54
2023-07-14 15:17:33,128 semantic_segmentation INFO: Iters: 26190/50000 || Lr: 0.010258 || Task Loss: 0.3761 || KD Loss: 0.1473|| 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: 1 day, 2:13:16 || Estimated Time: 23:50:16
2023-07-14 15:18:07,320 semantic_segmentation INFO: Iters: 26200/50000 || Lr: 0.010254 || Task Loss: 0.2392 || KD Loss: 0.1142|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:13:50 || Estimated Time: 23:49:39
2023-07-14 15:18:41,412 semantic_segmentation INFO: Iters: 26210/50000 || Lr: 0.010250 || Task Loss: 0.4518 || KD Loss: 0.2101|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:14:24 || Estimated Time: 23:49:01
2023-07-14 15:19:15,467 semantic_segmentation INFO: Iters: 26220/50000 || Lr: 0.010246 || Task Loss: 0.3665 || KD Loss: 0.1538|| 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: 1 day, 2:14:58 || Estimated Time: 23:48:23
2023-07-14 15:19:49,468 semantic_segmentation INFO: Iters: 26230/50000 || Lr: 0.010242 || Task Loss: 0.3599 || KD Loss: 0.1122|| 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: 1 day, 2:15:32 || Estimated Time: 23:47:45
2023-07-14 15:20:23,562 semantic_segmentation INFO: Iters: 26240/50000 || Lr: 0.010238 || Task Loss: 0.3393 || KD Loss: 0.1658|| 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: 1 day, 2:16:06 || Estimated Time: 23:47:07
2023-07-14 15:20:57,817 semantic_segmentation INFO: Iters: 26250/50000 || Lr: 0.010235 || Task Loss: 0.3071 || KD Loss: 0.1333|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:16:40 || Estimated Time: 23:46:30
2023-07-14 15:21:32,120 semantic_segmentation INFO: Iters: 26260/50000 || Lr: 0.010231 || Task Loss: 0.3473 || KD Loss: 0.1201|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 23:45:52
2023-07-14 15:22:06,230 semantic_segmentation INFO: Iters: 26270/50000 || Lr: 0.010227 || Task Loss: 0.3598 || KD Loss: 0.1425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:17:49 || Estimated Time: 23:45:14
2023-07-14 15:22:40,252 semantic_segmentation INFO: Iters: 26280/50000 || Lr: 0.010223 || Task Loss: 0.3394 || KD Loss: 0.1320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:18:23 || Estimated Time: 23:44:36
2023-07-14 15:23:14,424 semantic_segmentation INFO: Iters: 26290/50000 || Lr: 0.010219 || Task Loss: 0.2629 || KD Loss: 0.1083|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:18:57 || Estimated Time: 23:43:59
2023-07-14 15:23:48,490 semantic_segmentation INFO: Iters: 26300/50000 || Lr: 0.010215 || Task Loss: 0.3175 || KD Loss: 0.1076|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:19:31 || Estimated Time: 23:43:21
2023-07-14 15:24:22,693 semantic_segmentation INFO: Iters: 26310/50000 || Lr: 0.010211 || Task Loss: 0.2927 || KD Loss: 0.1242|| 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 day, 2:20:05 || Estimated Time: 23:42:43
2023-07-14 15:24:56,890 semantic_segmentation INFO: Iters: 26320/50000 || Lr: 0.010207 || Task Loss: 0.3527 || KD Loss: 0.1203|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:20:39 || Estimated Time: 23:42:06
2023-07-14 15:25:31,097 semantic_segmentation INFO: Iters: 26330/50000 || Lr: 0.010204 || Task Loss: 0.4801 || KD Loss: 0.1746|| 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: 1 day, 2:21:14 || Estimated Time: 23:41:28
2023-07-14 15:26:05,134 semantic_segmentation INFO: Iters: 26340/50000 || Lr: 0.010200 || Task Loss: 0.3663 || KD Loss: 0.1748|| 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: 1 day, 2:21:48 || Estimated Time: 23:40:50
2023-07-14 15:26:39,498 semantic_segmentation INFO: Iters: 26350/50000 || Lr: 0.010196 || Task Loss: 0.2887 || KD Loss: 0.1091|| 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: 1 day, 2:22:22 || Estimated Time: 23:40:12
2023-07-14 15:27:13,708 semantic_segmentation INFO: Iters: 26360/50000 || Lr: 0.010192 || Task Loss: 0.3394 || KD Loss: 0.1356|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:22:56 || Estimated Time: 23:39:35
2023-07-14 15:27:47,739 semantic_segmentation INFO: Iters: 26370/50000 || Lr: 0.010188 || Task Loss: 0.2913 || KD Loss: 0.1032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:23:30 || Estimated Time: 23:38:57
2023-07-14 15:28:21,864 semantic_segmentation INFO: Iters: 26380/50000 || Lr: 0.010184 || Task Loss: 0.3333 || KD Loss: 0.1642|| 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 day, 2:24:04 || Estimated Time: 23:38:19
2023-07-14 15:28:55,933 semantic_segmentation INFO: Iters: 26390/50000 || Lr: 0.010180 || Task Loss: 0.4948 || KD Loss: 0.1806|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:24:38 || Estimated Time: 23:37:41
2023-07-14 15:29:29,942 semantic_segmentation INFO: Iters: 26400/50000 || Lr: 0.010176 || Task Loss: 0.3414 || KD Loss: 0.1369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:25:12 || Estimated Time: 23:37:04
2023-07-14 15:29:30,014 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 15:29:30,614 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.920, mIoU: 0.351
2023-07-14 15:29:30,749 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.945, mIoU: 0.440
2023-07-14 15:29:30,868 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.951, mIoU: 0.455
2023-07-14 15:29:30,996 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.954, mIoU: 0.490
2023-07-14 15:29:31,127 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.956, mIoU: 0.480
2023-07-14 15:29:31,255 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.949, mIoU: 0.479
2023-07-14 15:29:31,384 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.947, mIoU: 0.471
2023-07-14 15:29:31,512 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.948, mIoU: 0.490
2023-07-14 15:29:31,639 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.948, mIoU: 0.521
2023-07-14 15:29:31,766 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.946, mIoU: 0.531
2023-07-14 15:29:31,888 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.945, mIoU: 0.537
2023-07-14 15:29:32,014 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.941, mIoU: 0.573
2023-07-14 15:29:32,142 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.940, mIoU: 0.590
2023-07-14 15:29:32,269 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.937, mIoU: 0.575
2023-07-14 15:29:32,397 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.936, mIoU: 0.581
2023-07-14 15:29:32,525 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.935, mIoU: 0.574
2023-07-14 15:29:32,647 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.934, mIoU: 0.575
2023-07-14 15:29:32,767 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.935, mIoU: 0.576
2023-07-14 15:29:32,886 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.933, mIoU: 0.581
2023-07-14 15:29:33,004 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.933, mIoU: 0.587
2023-07-14 15:29:33,121 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.933, mIoU: 0.588
2023-07-14 15:29:33,250 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.931, mIoU: 0.596
2023-07-14 15:29:33,383 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.931, mIoU: 0.598
2023-07-14 15:29:33,510 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.931, mIoU: 0.605
2023-07-14 15:29:33,637 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.930, mIoU: 0.618
2023-07-14 15:29:33,765 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.930, mIoU: 0.623
2023-07-14 15:29:33,892 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.929, mIoU: 0.615
2023-07-14 15:29:34,017 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.928, mIoU: 0.613
2023-07-14 15:29:34,140 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.928, mIoU: 0.615
2023-07-14 15:29:34,267 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.928, mIoU: 0.618
2023-07-14 15:29:34,395 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.927, mIoU: 0.615
2023-07-14 15:29:34,524 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.927, mIoU: 0.614
2023-07-14 15:29:34,648 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.928, mIoU: 0.616
2023-07-14 15:29:34,767 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.929, mIoU: 0.616
2023-07-14 15:29:34,892 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.929, mIoU: 0.618
2023-07-14 15:29:35,019 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.929, mIoU: 0.616
2023-07-14 15:29:35,145 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.928, mIoU: 0.612
2023-07-14 15:29:35,271 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.927, mIoU: 0.611
2023-07-14 15:29:35,396 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.927, mIoU: 0.605
2023-07-14 15:29:35,524 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.927, mIoU: 0.607
2023-07-14 15:29:35,653 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.928, mIoU: 0.607
2023-07-14 15:29:35,779 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.928, mIoU: 0.606
2023-07-14 15:29:35,902 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.929, mIoU: 0.606
2023-07-14 15:29:36,026 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.929, mIoU: 0.605
2023-07-14 15:29:36,148 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.929, mIoU: 0.604
2023-07-14 15:29:36,267 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.930, mIoU: 0.605
2023-07-14 15:29:36,385 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.930, mIoU: 0.605
2023-07-14 15:29:36,514 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.931, mIoU: 0.605
2023-07-14 15:29:36,647 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.931, mIoU: 0.610
2023-07-14 15:29:36,774 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.931, mIoU: 0.612
2023-07-14 15:29:36,901 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.931, mIoU: 0.612
2023-07-14 15:29:37,023 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.931, mIoU: 0.619
2023-07-14 15:29:37,147 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.930, mIoU: 0.619
2023-07-14 15:29:37,272 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.930, mIoU: 0.620
2023-07-14 15:29:37,397 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.929, mIoU: 0.619
2023-07-14 15:29:37,523 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.928, mIoU: 0.615
2023-07-14 15:29:37,647 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.929, mIoU: 0.616
2023-07-14 15:29:37,776 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.929, mIoU: 0.622
2023-07-14 15:29:37,904 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.929, mIoU: 0.625
2023-07-14 15:29:38,030 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.929, mIoU: 0.623
2023-07-14 15:29:38,154 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.929, mIoU: 0.626
2023-07-14 15:29:38,279 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.929, mIoU: 0.628
2023-07-14 15:29:38,401 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.928, mIoU: 0.625
2023-07-14 15:29:38,522 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.929, mIoU: 0.630
2023-07-14 15:29:38,640 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.928, mIoU: 0.632
2023-07-14 15:29:38,762 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.928, mIoU: 0.632
2023-07-14 15:29:38,887 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.927, mIoU: 0.629
2023-07-14 15:29:39,019 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.927, mIoU: 0.631
2023-07-14 15:29:39,150 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.926, mIoU: 0.629
2023-07-14 15:29:39,275 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.927, mIoU: 0.630
2023-07-14 15:29:39,398 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.927, mIoU: 0.630
2023-07-14 15:29:39,522 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.928, mIoU: 0.629
2023-07-14 15:29:39,646 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.928, mIoU: 0.628
2023-07-14 15:29:39,769 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.928, mIoU: 0.628
2023-07-14 15:29:39,889 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.928, mIoU: 0.627
2023-07-14 15:29:40,016 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.928, mIoU: 0.625
2023-07-14 15:29:40,143 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.928, mIoU: 0.623
2023-07-14 15:29:40,270 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.928, mIoU: 0.622
2023-07-14 15:29:40,397 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.927, mIoU: 0.622
2023-07-14 15:29:40,527 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.927, mIoU: 0.624
2023-07-14 15:29:40,654 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.927, mIoU: 0.625
2023-07-14 15:29:40,781 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.927, mIoU: 0.625
2023-07-14 15:29:40,905 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.926, mIoU: 0.624
2023-07-14 15:29:41,028 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.925, mIoU: 0.621
2023-07-14 15:29:41,152 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.923, mIoU: 0.618
2023-07-14 15:29:41,274 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.923, mIoU: 0.618
2023-07-14 15:29:41,394 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.923, mIoU: 0.619
2023-07-14 15:29:41,511 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.923, mIoU: 0.619
2023-07-14 15:29:41,639 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.923, mIoU: 0.618
2023-07-14 15:29:41,774 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.924, mIoU: 0.618
2023-07-14 15:29:41,902 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.924, mIoU: 0.618
2023-07-14 15:29:42,031 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.923, mIoU: 0.633
2023-07-14 15:29:42,161 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.924, mIoU: 0.632
2023-07-14 15:29:42,287 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.924, mIoU: 0.633
2023-07-14 15:29:42,414 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.925, mIoU: 0.633
2023-07-14 15:29:42,535 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.925, mIoU: 0.633
2023-07-14 15:29:42,663 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.924, mIoU: 0.633
2023-07-14 15:29:42,793 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.925, mIoU: 0.633
2023-07-14 15:29:42,921 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.924, mIoU: 0.633
2023-07-14 15:29:43,046 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.924, mIoU: 0.633
2023-07-14 15:29:43,166 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.922, mIoU: 0.632
2023-07-14 15:29:43,293 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.921, mIoU: 0.631
2023-07-14 15:29:43,419 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.921, mIoU: 0.631
2023-07-14 15:29:43,545 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.922, mIoU: 0.631
2023-07-14 15:29:43,673 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.922, mIoU: 0.631
2023-07-14 15:29:43,803 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.922, mIoU: 0.631
2023-07-14 15:29:43,930 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.922, mIoU: 0.631
2023-07-14 15:29:44,057 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.923, mIoU: 0.632
2023-07-14 15:29:44,180 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.923, mIoU: 0.631
2023-07-14 15:29:44,306 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.922, mIoU: 0.630
2023-07-14 15:29:44,432 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.922, mIoU: 0.631
2023-07-14 15:29:44,556 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.922, mIoU: 0.630
2023-07-14 15:29:44,676 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.922, mIoU: 0.630
2023-07-14 15:29:44,793 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.923, mIoU: 0.629
2023-07-14 15:29:44,920 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.923, mIoU: 0.629
2023-07-14 15:29:45,054 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.923, mIoU: 0.629
2023-07-14 15:29:45,183 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.923, mIoU: 0.630
2023-07-14 15:29:45,313 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.923, mIoU: 0.629
2023-07-14 15:29:45,440 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.923, mIoU: 0.632
2023-07-14 15:29:45,569 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.923, mIoU: 0.632
2023-07-14 15:29:45,698 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.923, mIoU: 0.632
2023-07-14 15:29:45,824 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.923, mIoU: 0.631
2023-07-14 15:29:45,947 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.923, mIoU: 0.631
2023-07-14 15:29:46,070 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.923, mIoU: 0.634
2023-07-14 15:29:46,193 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.923, mIoU: 0.633
2023-07-14 15:29:46,314 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.922, mIoU: 0.634
2023-07-14 15:29:46,435 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.923, mIoU: 0.635
2023-07-14 15:29:46,562 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.923, mIoU: 0.635
2023-07-14 15:29:46,690 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.923, mIoU: 0.635
2023-07-14 15:29:46,818 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.923, mIoU: 0.635
2023-07-14 15:29:46,944 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.923, mIoU: 0.634
2023-07-14 15:29:47,067 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.924, mIoU: 0.634
2023-07-14 15:29:47,193 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.924, mIoU: 0.634
2023-07-14 15:29:47,322 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.924, mIoU: 0.633
2023-07-14 15:29:47,448 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.924, mIoU: 0.633
2023-07-14 15:29:47,575 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.925, mIoU: 0.633
2023-07-14 15:29:47,703 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.925, mIoU: 0.633
2023-07-14 15:29:47,832 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.924, mIoU: 0.630
2023-07-14 15:29:47,955 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.924, mIoU: 0.629
2023-07-14 15:29:48,075 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.924, mIoU: 0.631
2023-07-14 15:29:48,203 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.924, mIoU: 0.630
2023-07-14 15:29:48,334 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.924, mIoU: 0.630
2023-07-14 15:29:48,462 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.924, mIoU: 0.627
2023-07-14 15:29:48,590 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.924, mIoU: 0.627
2023-07-14 15:29:48,721 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.924, mIoU: 0.627
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2023-07-14 15:30:13,347 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.927, mIoU: 0.612
2023-07-14 15:30:13,470 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.927, mIoU: 0.612
2023-07-14 15:30:13,596 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.927, mIoU: 0.612
2023-07-14 15:30:13,723 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.927, mIoU: 0.612
2023-07-14 15:30:13,849 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.928, mIoU: 0.612
2023-07-14 15:30:13,973 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.928, mIoU: 0.613
2023-07-14 15:30:14,092 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.928, mIoU: 0.613
2023-07-14 15:30:14,220 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.928, mIoU: 0.613
2023-07-14 15:30:14,349 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.928, mIoU: 0.613
2023-07-14 15:30:14,478 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.928, mIoU: 0.613
2023-07-14 15:30:14,604 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.928, mIoU: 0.613
2023-07-14 15:30:14,734 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.928, mIoU: 0.613
2023-07-14 15:30:14,863 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.928, mIoU: 0.613
2023-07-14 15:30:14,990 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.928, mIoU: 0.613
2023-07-14 15:30:15,114 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.928, mIoU: 0.613
2023-07-14 15:30:15,237 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.928, mIoU: 0.613
2023-07-14 15:30:15,362 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.928, mIoU: 0.613
2023-07-14 15:30:15,487 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.928, mIoU: 0.613
2023-07-14 15:30:15,613 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.929, mIoU: 0.613
2023-07-14 15:30:15,742 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.929, mIoU: 0.613
2023-07-14 15:30:15,868 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.929, mIoU: 0.614
2023-07-14 15:30:15,994 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.929, mIoU: 0.614
2023-07-14 15:30:16,119 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.929, mIoU: 0.614
2023-07-14 15:30:16,245 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.929, mIoU: 0.614
2023-07-14 15:30:16,375 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.929, mIoU: 0.614
2023-07-14 15:30:16,503 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.929, mIoU: 0.614
2023-07-14 15:30:16,633 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.929, mIoU: 0.614
2023-07-14 15:30:16,758 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.929, mIoU: 0.614
2023-07-14 15:30:16,883 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.929, mIoU: 0.615
2023-07-14 15:30:17,011 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.929, mIoU: 0.615
2023-07-14 15:30:17,138 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.929, mIoU: 0.616
2023-07-14 15:30:17,269 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.929, mIoU: 0.616
2023-07-14 15:30:17,405 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.929, mIoU: 0.616
2023-07-14 15:30:17,533 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.929, mIoU: 0.616
2023-07-14 15:30:17,660 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.930, mIoU: 0.616
2023-07-14 15:30:17,788 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.930, mIoU: 0.616
2023-07-14 15:30:17,918 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.930, mIoU: 0.616
2023-07-14 15:30:18,048 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.930, mIoU: 0.616
2023-07-14 15:30:18,177 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.930, mIoU: 0.617
2023-07-14 15:30:18,302 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.930, mIoU: 0.617
2023-07-14 15:30:18,427 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.930, mIoU: 0.617
2023-07-14 15:30:18,550 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.930, mIoU: 0.618
2023-07-14 15:30:18,673 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.930, mIoU: 0.618
2023-07-14 15:30:18,795 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.930, mIoU: 0.618
2023-07-14 15:30:18,927 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.930, mIoU: 0.618
2023-07-14 15:30:19,062 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.930, mIoU: 0.619
2023-07-14 15:30:19,190 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.930, mIoU: 0.619
2023-07-14 15:30:19,318 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.930, mIoU: 0.619
2023-07-14 15:30:19,448 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.931, mIoU: 0.619
2023-07-14 15:30:19,578 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.931, mIoU: 0.619
2023-07-14 15:30:19,707 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.931, mIoU: 0.620
2023-07-14 15:30:19,831 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.931, mIoU: 0.620
2023-07-14 15:30:19,960 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.931, mIoU: 0.620
2023-07-14 15:30:20,091 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.931, mIoU: 0.620
2023-07-14 15:30:20,218 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.931, mIoU: 0.620
2023-07-14 15:30:20,344 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.931, mIoU: 0.620
2023-07-14 15:30:20,474 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.931, mIoU: 0.620
2023-07-14 15:30:20,601 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.931, mIoU: 0.620
2023-07-14 15:30:20,725 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.931, mIoU: 0.620
2023-07-14 15:30:20,847 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.931, mIoU: 0.620
2023-07-14 15:30:20,972 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.932, mIoU: 0.620
2023-07-14 15:30:21,100 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.932, mIoU: 0.620
2023-07-14 15:30:21,227 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.932, mIoU: 0.620
2023-07-14 15:30:21,357 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.932, mIoU: 0.620
2023-07-14 15:30:21,491 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.932, mIoU: 0.620
2023-07-14 15:30:21,620 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.932, mIoU: 0.621
2023-07-14 15:30:21,748 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.932, mIoU: 0.621
2023-07-14 15:30:21,873 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.932, mIoU: 0.621
2023-07-14 15:30:21,997 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.932, mIoU: 0.621
2023-07-14 15:30:22,121 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.932, mIoU: 0.621
2023-07-14 15:30:22,244 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.932, mIoU: 0.622
2023-07-14 15:30:22,365 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.932, mIoU: 0.622
2023-07-14 15:30:22,483 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.932, mIoU: 0.623
2023-07-14 15:30:22,615 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.932, mIoU: 0.623
2023-07-14 15:30:22,750 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.932, mIoU: 0.623
2023-07-14 15:30:22,878 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.933, mIoU: 0.622
2023-07-14 15:30:23,004 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.933, mIoU: 0.623
2023-07-14 15:30:23,131 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.933, mIoU: 0.622
2023-07-14 15:30:23,256 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.933, mIoU: 0.623
2023-07-14 15:30:23,378 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.933, mIoU: 0.623
2023-07-14 15:30:23,496 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.933, mIoU: 0.623
2023-07-14 15:30:23,621 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.933, mIoU: 0.623
2023-07-14 15:30:23,751 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.933, mIoU: 0.623
2023-07-14 15:30:23,883 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.933, mIoU: 0.623
2023-07-14 15:30:24,014 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.933, mIoU: 0.623
2023-07-14 15:30:24,143 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.933, mIoU: 0.623
2023-07-14 15:30:24,270 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.933, mIoU: 0.623
2023-07-14 15:30:24,398 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.933, mIoU: 0.624
2023-07-14 15:30:24,525 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.933, mIoU: 0.624
2023-07-14 15:30:24,652 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.933, mIoU: 0.623
2023-07-14 15:30:24,781 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.934, mIoU: 0.624
2023-07-14 15:30:24,910 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.934, mIoU: 0.624
2023-07-14 15:30:25,040 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.934, mIoU: 0.624
2023-07-14 15:30:25,172 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.934, mIoU: 0.624
2023-07-14 15:30:25,301 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.934, mIoU: 0.624
2023-07-14 15:30:25,429 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.934, mIoU: 0.624
2023-07-14 15:30:25,554 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.934, mIoU: 0.624
2023-07-14 15:30:25,679 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.934, mIoU: 0.624
2023-07-14 15:30:25,806 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.934, mIoU: 0.624
2023-07-14 15:30:25,930 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.934, mIoU: 0.624
2023-07-14 15:30:26,053 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.934, mIoU: 0.624
2023-07-14 15:30:26,174 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.934, mIoU: 0.624
2023-07-14 15:30:26,306 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.934, mIoU: 0.624
2023-07-14 15:30:26,439 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.934, mIoU: 0.624
2023-07-14 15:30:26,569 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.934, mIoU: 0.624
2023-07-14 15:30:26,694 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.935, mIoU: 0.625
2023-07-14 15:30:26,819 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.935, mIoU: 0.625
2023-07-14 15:30:26,944 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.935, mIoU: 0.625
2023-07-14 15:30:27,064 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.935, mIoU: 0.625
2023-07-14 15:30:27,183 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.935, mIoU: 0.625
2023-07-14 15:30:27,317 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.935, mIoU: 0.625
2023-07-14 15:30:27,454 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.935, mIoU: 0.625
2023-07-14 15:30:27,583 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.935, mIoU: 0.625
2023-07-14 15:30:27,714 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.935, mIoU: 0.625
2023-07-14 15:30:27,844 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.935, mIoU: 0.625
2023-07-14 15:30:27,977 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.935, mIoU: 0.626
2023-07-14 15:30:28,109 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.935, mIoU: 0.626
2023-07-14 15:30:28,236 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.935, mIoU: 0.627
2023-07-14 15:30:28,364 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.935, mIoU: 0.627
2023-07-14 15:30:28,493 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.935, mIoU: 0.627
2023-07-14 15:30:28,615 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.935, mIoU: 0.627
2023-07-14 15:30:28,742 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-14 15:30:28,870 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-14 15:30:28,996 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-14 15:30:29,118 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 15:30:29,238 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-14 15:30:29,369 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-14 15:30:29,500 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.935, mIoU: 0.629
2023-07-14 15:30:29,629 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-14 15:30:29,759 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-14 15:30:29,885 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-14 15:30:30,015 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-14 15:30:30,145 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-14 15:30:30,271 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 15:30:30,395 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 15:30:30,514 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 15:30:30,637 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 15:30:30,756 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 15:30:30,874 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 15:30:31,006 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 15:30:31,141 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 15:30:31,268 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 15:30:31,396 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 15:30:31,527 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 15:30:31,655 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 15:30:31,783 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 15:30:31,907 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 15:30:32,030 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 15:30:32,153 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 15:30:32,274 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 15:30:32,394 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 15:30:32,511 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.936, mIoU: 0.629
2023-07-14 15:30:32,641 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.936, mIoU: 0.629
2023-07-14 15:30:32,774 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.936, mIoU: 0.629
2023-07-14 15:30:32,902 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.936, mIoU: 0.629
2023-07-14 15:30:33,033 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.936, mIoU: 0.629
2023-07-14 15:30:33,167 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.936, mIoU: 0.629
2023-07-14 15:30:33,293 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.936, mIoU: 0.629
2023-07-14 15:30:33,418 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.936, mIoU: 0.629
2023-07-14 15:30:33,541 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.936, mIoU: 0.629
2023-07-14 15:30:33,664 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.936, mIoU: 0.629
2023-07-14 15:31:08,198 semantic_segmentation INFO: Iters: 26410/50000 || Lr: 0.010173 || Task Loss: 0.3246 || KD Loss: 0.1610|| 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: 1 day, 2:26:51 || Estimated Time: 23:37:23
2023-07-14 15:31:42,443 semantic_segmentation INFO: Iters: 26420/50000 || Lr: 0.010169 || Task Loss: 0.4754 || KD Loss: 0.2095|| 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: 1 day, 2:27:25 || Estimated Time: 23:36:46
2023-07-14 15:32:16,650 semantic_segmentation INFO: Iters: 26430/50000 || Lr: 0.010165 || Task Loss: 0.3701 || KD Loss: 0.1299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:27:59 || Estimated Time: 23:36:08
2023-07-14 15:32:50,649 semantic_segmentation INFO: Iters: 26440/50000 || Lr: 0.010161 || Task Loss: 0.2990 || KD Loss: 0.1475|| 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 day, 2:28:33 || Estimated Time: 23:35:30
2023-07-14 15:33:25,163 semantic_segmentation INFO: Iters: 26450/50000 || Lr: 0.010157 || Task Loss: 0.3287 || KD Loss: 0.0860|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:29:08 || Estimated Time: 23:34:53
2023-07-14 15:33:59,652 semantic_segmentation INFO: Iters: 26460/50000 || Lr: 0.010153 || Task Loss: 0.3512 || KD Loss: 0.1273|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:29:42 || Estimated Time: 23:34:15
2023-07-14 15:34:33,959 semantic_segmentation INFO: Iters: 26470/50000 || Lr: 0.010149 || Task Loss: 0.3217 || KD Loss: 0.0961|| 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: 1 day, 2:30:16 || Estimated Time: 23:33:38
2023-07-14 15:35:08,023 semantic_segmentation INFO: Iters: 26480/50000 || Lr: 0.010145 || Task Loss: 0.5272 || KD Loss: 0.1876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:30:51 || Estimated Time: 23:33:00
2023-07-14 15:35:42,224 semantic_segmentation INFO: Iters: 26490/50000 || Lr: 0.010141 || Task Loss: 0.3010 || KD Loss: 0.1937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:31:25 || Estimated Time: 23:32:22
2023-07-14 15:36:16,264 semantic_segmentation INFO: Iters: 26500/50000 || Lr: 0.010138 || Task Loss: 0.3927 || KD Loss: 0.1328|| 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 day, 2:31:59 || Estimated Time: 23:31:44
2023-07-14 15:36:50,408 semantic_segmentation INFO: Iters: 26510/50000 || Lr: 0.010134 || Task Loss: 0.2433 || KD Loss: 0.0837|| 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: 1 day, 2:32:33 || Estimated Time: 23:31:06
2023-07-14 15:37:24,565 semantic_segmentation INFO: Iters: 26520/50000 || Lr: 0.010130 || Task Loss: 0.3522 || KD Loss: 0.1491|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:33:07 || Estimated Time: 23:30:29
2023-07-14 15:37:58,871 semantic_segmentation INFO: Iters: 26530/50000 || Lr: 0.010126 || Task Loss: 0.4964 || KD Loss: 0.3314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:33:41 || Estimated Time: 23:29:51
2023-07-14 15:38:33,034 semantic_segmentation INFO: Iters: 26540/50000 || Lr: 0.010122 || Task Loss: 0.2927 || KD Loss: 0.1204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:34:16 || Estimated Time: 23:29:13
2023-07-14 15:39:07,178 semantic_segmentation INFO: Iters: 26550/50000 || Lr: 0.010118 || Task Loss: 0.2576 || KD Loss: 0.0702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:34:50 || Estimated Time: 23:28:36
2023-07-14 15:39:41,776 semantic_segmentation INFO: Iters: 26560/50000 || Lr: 0.010114 || Task Loss: 0.3420 || KD Loss: 0.1306|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:35:24 || Estimated Time: 23:27:58
2023-07-14 15:40:16,055 semantic_segmentation INFO: Iters: 26570/50000 || Lr: 0.010110 || Task Loss: 0.2560 || KD Loss: 0.0971|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 23:27:21
2023-07-14 15:40:50,272 semantic_segmentation INFO: Iters: 26580/50000 || Lr: 0.010107 || Task Loss: 0.3273 || KD Loss: 0.1458|| 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 day, 2:36:33 || Estimated Time: 23:26:43
2023-07-14 15:41:24,602 semantic_segmentation INFO: Iters: 26590/50000 || Lr: 0.010103 || Task Loss: 0.2897 || KD Loss: 0.1134|| 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: 1 day, 2:37:07 || Estimated Time: 23:26:06
2023-07-14 15:41:58,902 semantic_segmentation INFO: Iters: 26600/50000 || Lr: 0.010099 || Task Loss: 0.2825 || KD Loss: 0.1117|| 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: 1 day, 2:37:41 || Estimated Time: 23:25:28
2023-07-14 15:42:33,201 semantic_segmentation INFO: Iters: 26610/50000 || Lr: 0.010095 || Task Loss: 0.3135 || KD Loss: 0.1026|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:38:16 || Estimated Time: 23:24:51
2023-07-14 15:43:07,264 semantic_segmentation INFO: Iters: 26620/50000 || Lr: 0.010091 || Task Loss: 0.2748 || KD Loss: 0.0899|| 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: 1 day, 2:38:50 || Estimated Time: 23:24:13
2023-07-14 15:43:41,419 semantic_segmentation INFO: Iters: 26630/50000 || Lr: 0.010087 || Task Loss: 0.3179 || KD Loss: 0.1239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:39:24 || Estimated Time: 23:23:35
2023-07-14 15:44:15,508 semantic_segmentation INFO: Iters: 26640/50000 || Lr: 0.010083 || Task Loss: 0.3695 || KD Loss: 0.1696|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:39:58 || Estimated Time: 23:22:57
2023-07-14 15:44:49,703 semantic_segmentation INFO: Iters: 26650/50000 || Lr: 0.010079 || Task Loss: 0.2524 || KD Loss: 0.1006|| 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 day, 2:40:32 || Estimated Time: 23:22:20
2023-07-14 15:45:24,087 semantic_segmentation INFO: Iters: 26660/50000 || Lr: 0.010075 || Task Loss: 0.2557 || KD Loss: 0.1386|| 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: 1 day, 2:41:07 || Estimated Time: 23:21:42
2023-07-14 15:45:58,409 semantic_segmentation INFO: Iters: 26670/50000 || Lr: 0.010072 || Task Loss: 0.2191 || KD Loss: 0.0795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:41:41 || Estimated Time: 23:21:05
2023-07-14 15:46:32,480 semantic_segmentation INFO: Iters: 26680/50000 || Lr: 0.010068 || Task Loss: 0.5808 || KD Loss: 0.2973|| 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: 1 day, 2:42:15 || Estimated Time: 23:20:27
2023-07-14 15:47:06,619 semantic_segmentation INFO: Iters: 26690/50000 || Lr: 0.010064 || Task Loss: 0.3008 || KD Loss: 0.1059|| 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: 1 day, 2:42:49 || Estimated Time: 23:19:49
2023-07-14 15:47:40,717 semantic_segmentation INFO: Iters: 26700/50000 || Lr: 0.010060 || Task Loss: 0.4923 || KD Loss: 0.1754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:43:23 || Estimated Time: 23:19:12
2023-07-14 15:48:14,891 semantic_segmentation INFO: Iters: 26710/50000 || Lr: 0.010056 || Task Loss: 0.3173 || KD Loss: 0.1145|| 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: 1 day, 2:43:57 || Estimated Time: 23:18:34
2023-07-14 15:48:49,064 semantic_segmentation INFO: Iters: 26720/50000 || Lr: 0.010052 || Task Loss: 0.3502 || KD Loss: 0.1387|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:44:32 || Estimated Time: 23:17:56
2023-07-14 15:49:23,520 semantic_segmentation INFO: Iters: 26730/50000 || Lr: 0.010048 || Task Loss: 0.3025 || KD Loss: 0.1300|| 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: 1 day, 2:45:06 || Estimated Time: 23:17:19
2023-07-14 15:49:58,090 semantic_segmentation INFO: Iters: 26740/50000 || Lr: 0.010044 || Task Loss: 0.2935 || KD Loss: 0.1242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:45:41 || Estimated Time: 23:16:42
2023-07-14 15:50:32,431 semantic_segmentation INFO: Iters: 26750/50000 || Lr: 0.010040 || Task Loss: 0.3917 || KD Loss: 0.1724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:46:15 || Estimated Time: 23:16:04
2023-07-14 15:51:06,627 semantic_segmentation INFO: Iters: 26760/50000 || Lr: 0.010037 || Task Loss: 0.4102 || KD Loss: 0.1898|| 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: 1 day, 2:46:49 || Estimated Time: 23:15:26
2023-07-14 15:51:40,817 semantic_segmentation INFO: Iters: 26770/50000 || Lr: 0.010033 || Task Loss: 0.3590 || KD Loss: 0.1240|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:47:23 || Estimated Time: 23:14:49
2023-07-14 15:52:14,888 semantic_segmentation INFO: Iters: 26780/50000 || Lr: 0.010029 || Task Loss: 0.2823 || KD Loss: 0.0997|| 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: 1 day, 2:47:57 || Estimated Time: 23:14:11
2023-07-14 15:52:49,078 semantic_segmentation INFO: Iters: 26790/50000 || Lr: 0.010025 || Task Loss: 0.2758 || KD Loss: 0.0962|| 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: 1 day, 2:48:32 || Estimated Time: 23:13:33
2023-07-14 15:53:23,252 semantic_segmentation INFO: Iters: 26800/50000 || Lr: 0.010021 || Task Loss: 0.2970 || KD Loss: 0.1216|| 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: 1 day, 2:49:06 || Estimated Time: 23:12:56
2023-07-14 15:53:57,443 semantic_segmentation INFO: Iters: 26810/50000 || Lr: 0.010017 || Task Loss: 0.2297 || KD Loss: 0.0992|| 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 day, 2:49:40 || Estimated Time: 23:12:18
2023-07-14 15:54:31,662 semantic_segmentation INFO: Iters: 26820/50000 || Lr: 0.010013 || Task Loss: 0.3082 || KD Loss: 0.1553|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:50:14 || Estimated Time: 23:11:41
2023-07-14 15:55:05,922 semantic_segmentation INFO: Iters: 26830/50000 || Lr: 0.010009 || Task Loss: 0.2894 || KD Loss: 0.1402|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:50:48 || Estimated Time: 23:11:03
2023-07-14 15:55:40,262 semantic_segmentation INFO: Iters: 26840/50000 || Lr: 0.010005 || Task Loss: 0.2926 || KD Loss: 0.1227|| 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: 1 day, 2:51:23 || Estimated Time: 23:10:26
2023-07-14 15:56:14,507 semantic_segmentation INFO: Iters: 26850/50000 || Lr: 0.010002 || Task Loss: 0.2562 || KD Loss: 0.1058|| 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: 1 day, 2:51:57 || Estimated Time: 23:09:48
2023-07-14 15:56:48,692 semantic_segmentation INFO: Iters: 26860/50000 || Lr: 0.009998 || Task Loss: 0.3353 || KD Loss: 0.1304|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:52:31 || Estimated Time: 23:09:10
2023-07-14 15:57:22,695 semantic_segmentation INFO: Iters: 26870/50000 || Lr: 0.009994 || Task Loss: 0.2962 || KD Loss: 0.1154|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:53:05 || Estimated Time: 23:08:33
2023-07-14 15:57:57,306 semantic_segmentation INFO: Iters: 26880/50000 || Lr: 0.009990 || Task Loss: 0.2765 || KD Loss: 0.1088|| 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: 1 day, 2:53:40 || Estimated Time: 23:07:55
2023-07-14 15:58:31,636 semantic_segmentation INFO: Iters: 26890/50000 || Lr: 0.009986 || Task Loss: 0.3158 || KD Loss: 0.1093|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:54:14 || Estimated Time: 23:07:18
2023-07-14 15:59:05,721 semantic_segmentation INFO: Iters: 26900/50000 || Lr: 0.009982 || Task Loss: 0.2265 || KD Loss: 0.0834|| 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 day, 2:54:48 || Estimated Time: 23:06:40
2023-07-14 15:59:39,904 semantic_segmentation INFO: Iters: 26910/50000 || Lr: 0.009978 || Task Loss: 0.3888 || KD Loss: 0.1247|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:55:22 || Estimated Time: 23:06:03
2023-07-14 16:00:14,034 semantic_segmentation INFO: Iters: 26920/50000 || Lr: 0.009974 || Task Loss: 0.3727 || KD Loss: 0.1228|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:55:57 || Estimated Time: 23:05:25
2023-07-14 16:00:48,202 semantic_segmentation INFO: Iters: 26930/50000 || Lr: 0.009970 || Task Loss: 0.3823 || KD Loss: 0.1470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:56:31 || Estimated Time: 23:04:48
2023-07-14 16:01:22,375 semantic_segmentation INFO: Iters: 26940/50000 || Lr: 0.009967 || Task Loss: 0.3120 || KD Loss: 0.1121|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:57:05 || Estimated Time: 23:04:10
2023-07-14 16:01:56,508 semantic_segmentation INFO: Iters: 26950/50000 || Lr: 0.009963 || Task Loss: 0.3339 || KD Loss: 0.1321|| 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: 1 day, 2:57:39 || Estimated Time: 23:03:32
2023-07-14 16:02:30,597 semantic_segmentation INFO: Iters: 26960/50000 || Lr: 0.009959 || Task Loss: 0.2888 || KD Loss: 0.1267|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:58:13 || Estimated Time: 23:02:55
2023-07-14 16:03:04,702 semantic_segmentation INFO: Iters: 26970/50000 || Lr: 0.009955 || Task Loss: 0.3521 || KD Loss: 0.1391|| 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 day, 2:58:47 || Estimated Time: 23:02:17
2023-07-14 16:03:38,845 semantic_segmentation INFO: Iters: 26980/50000 || Lr: 0.009951 || Task Loss: 0.3295 || KD Loss: 0.1476|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:59:21 || Estimated Time: 23:01:39
2023-07-14 16:04:12,880 semantic_segmentation INFO: Iters: 26990/50000 || Lr: 0.009947 || Task Loss: 0.3026 || KD Loss: 0.1266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 2:59:55 || Estimated Time: 23:01:02
2023-07-14 16:04:46,904 semantic_segmentation INFO: Iters: 27000/50000 || Lr: 0.009943 || Task Loss: 0.2141 || KD Loss: 0.0791|| 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: 1 day, 3:00:29 || Estimated Time: 23:00:24
2023-07-14 16:05:21,123 semantic_segmentation INFO: Iters: 27010/50000 || Lr: 0.009939 || Task Loss: 0.2597 || KD Loss: 0.0953|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:01:04 || Estimated Time: 22:59:46
2023-07-14 16:05:55,510 semantic_segmentation INFO: Iters: 27020/50000 || Lr: 0.009935 || Task Loss: 0.2765 || KD Loss: 0.0963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:01:38 || Estimated Time: 22:59:09
2023-07-14 16:06:29,568 semantic_segmentation INFO: Iters: 27030/50000 || Lr: 0.009932 || Task Loss: 0.3946 || KD Loss: 0.1332|| 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: 1 day, 3:02:12 || Estimated Time: 22:58:31
2023-07-14 16:07:03,695 semantic_segmentation INFO: Iters: 27040/50000 || Lr: 0.009928 || Task Loss: 0.2584 || KD Loss: 0.0805|| 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 day, 3:02:46 || Estimated Time: 22:57:54
2023-07-14 16:07:37,742 semantic_segmentation INFO: Iters: 27050/50000 || Lr: 0.009924 || Task Loss: 0.3443 || KD Loss: 0.1646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:03:20 || Estimated Time: 22:57:16
2023-07-14 16:08:11,936 semantic_segmentation INFO: Iters: 27060/50000 || Lr: 0.009920 || Task Loss: 0.2590 || KD Loss: 0.1870|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:03:54 || Estimated Time: 22:56:39
2023-07-14 16:08:46,104 semantic_segmentation INFO: Iters: 27070/50000 || Lr: 0.009916 || Task Loss: 0.3332 || KD Loss: 0.1376|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:04:29 || Estimated Time: 22:56:01
2023-07-14 16:09:20,228 semantic_segmentation INFO: Iters: 27080/50000 || Lr: 0.009912 || Task Loss: 0.3737 || KD Loss: 0.1125|| 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, 3:05:03 || Estimated Time: 22:55:23
2023-07-14 16:09:54,285 semantic_segmentation INFO: Iters: 27090/50000 || Lr: 0.009908 || Task Loss: 0.3081 || KD Loss: 0.1027|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:05:37 || Estimated Time: 22:54:46
2023-07-14 16:10:28,428 semantic_segmentation INFO: Iters: 27100/50000 || Lr: 0.009904 || Task Loss: 0.2308 || KD Loss: 0.0775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:06:11 || Estimated Time: 22:54:08
2023-07-14 16:11:02,630 semantic_segmentation INFO: Iters: 27110/50000 || Lr: 0.009900 || Task Loss: 0.3712 || KD Loss: 0.2558|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:06:45 || Estimated Time: 22:53:31
2023-07-14 16:11:36,831 semantic_segmentation INFO: Iters: 27120/50000 || Lr: 0.009897 || Task Loss: 0.3047 || KD Loss: 0.1108|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:07:19 || Estimated Time: 22:52:53
2023-07-14 16:12:11,024 semantic_segmentation INFO: Iters: 27130/50000 || Lr: 0.009893 || Task Loss: 0.2914 || KD Loss: 0.1144|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:07:54 || Estimated Time: 22:52:16
2023-07-14 16:12:45,139 semantic_segmentation INFO: Iters: 27140/50000 || Lr: 0.009889 || Task Loss: 0.4450 || KD Loss: 0.1849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:08:28 || Estimated Time: 22:51:38
2023-07-14 16:13:19,283 semantic_segmentation INFO: Iters: 27150/50000 || Lr: 0.009885 || Task Loss: 0.3948 || KD Loss: 0.1957|| 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: 1 day, 3:09:02 || Estimated Time: 22:51:00
2023-07-14 16:13:53,417 semantic_segmentation INFO: Iters: 27160/50000 || Lr: 0.009881 || Task Loss: 0.4255 || KD Loss: 0.1203|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:09:36 || Estimated Time: 22:50:23
2023-07-14 16:14:27,915 semantic_segmentation INFO: Iters: 27170/50000 || Lr: 0.009877 || Task Loss: 0.3442 || KD Loss: 0.1108|| 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: 1 day, 3:10:10 || Estimated Time: 22:49:46
2023-07-14 16:15:02,733 semantic_segmentation INFO: Iters: 27180/50000 || Lr: 0.009873 || Task Loss: 0.2817 || KD Loss: 0.0995|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:10:45 || Estimated Time: 22:49:09
2023-07-14 16:15:37,160 semantic_segmentation INFO: Iters: 27190/50000 || Lr: 0.009869 || Task Loss: 0.3188 || KD Loss: 0.1193|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:11:20 || Estimated Time: 22:48:31
2023-07-14 16:16:11,263 semantic_segmentation INFO: Iters: 27200/50000 || Lr: 0.009865 || Task Loss: 0.2931 || KD Loss: 0.1003|| 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: 1 day, 3:11:54 || Estimated Time: 22:47:54
2023-07-14 16:16:11,331 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 16:16:11,973 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.914, mIoU: 0.353
2023-07-14 16:16:12,092 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.942, mIoU: 0.437
2023-07-14 16:16:12,218 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.951, mIoU: 0.464
2023-07-14 16:16:12,347 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.952, mIoU: 0.488
2023-07-14 16:16:12,473 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.955, mIoU: 0.480
2023-07-14 16:16:12,599 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.950, mIoU: 0.482
2023-07-14 16:16:12,723 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.949, mIoU: 0.478
2023-07-14 16:16:12,846 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.950, mIoU: 0.494
2023-07-14 16:16:12,970 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.951, mIoU: 0.523
2023-07-14 16:16:13,094 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.946, mIoU: 0.531
2023-07-14 16:16:13,220 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.945, mIoU: 0.538
2023-07-14 16:16:13,348 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.941, mIoU: 0.572
2023-07-14 16:16:13,474 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.942, mIoU: 0.586
2023-07-14 16:16:13,600 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.942, mIoU: 0.580
2023-07-14 16:16:13,723 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.941, mIoU: 0.587
2023-07-14 16:16:13,853 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.939, mIoU: 0.579
2023-07-14 16:16:13,981 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.939, mIoU: 0.580
2023-07-14 16:16:14,108 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.938, mIoU: 0.577
2023-07-14 16:16:14,232 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.938, mIoU: 0.582
2023-07-14 16:16:14,350 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.937, mIoU: 0.588
2023-07-14 16:16:14,474 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.937, mIoU: 0.590
2023-07-14 16:16:14,599 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.932, mIoU: 0.586
2023-07-14 16:16:14,721 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.932, mIoU: 0.586
2023-07-14 16:16:14,841 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.932, mIoU: 0.595
2023-07-14 16:16:14,958 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.930, mIoU: 0.608
2023-07-14 16:16:15,087 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.930, mIoU: 0.613
2023-07-14 16:16:15,220 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.930, mIoU: 0.605
2023-07-14 16:16:15,346 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.929, mIoU: 0.603
2023-07-14 16:16:15,475 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.929, mIoU: 0.609
2023-07-14 16:16:15,608 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.929, mIoU: 0.622
2023-07-14 16:16:15,731 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.929, mIoU: 0.621
2023-07-14 16:16:15,856 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.929, mIoU: 0.620
2023-07-14 16:16:15,978 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.930, mIoU: 0.621
2023-07-14 16:16:16,102 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.930, mIoU: 0.621
2023-07-14 16:16:16,228 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.930, mIoU: 0.614
2023-07-14 16:16:16,357 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.930, mIoU: 0.613
2023-07-14 16:16:16,481 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.930, mIoU: 0.611
2023-07-14 16:16:16,599 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.929, mIoU: 0.610
2023-07-14 16:16:16,726 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.928, mIoU: 0.609
2023-07-14 16:16:16,856 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.929, mIoU: 0.610
2023-07-14 16:16:16,984 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.930, mIoU: 0.610
2023-07-14 16:16:17,112 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.930, mIoU: 0.609
2023-07-14 16:16:17,241 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.930, mIoU: 0.608
2023-07-14 16:16:17,368 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.930, mIoU: 0.607
2023-07-14 16:16:17,493 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.931, mIoU: 0.605
2023-07-14 16:16:17,615 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.931, mIoU: 0.604
2023-07-14 16:16:17,745 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.932, mIoU: 0.605
2023-07-14 16:16:17,877 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.933, mIoU: 0.604
2023-07-14 16:16:18,003 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.933, mIoU: 0.609
2023-07-14 16:16:18,129 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.933, mIoU: 0.609
2023-07-14 16:16:18,252 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.932, mIoU: 0.608
2023-07-14 16:16:18,377 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.932, mIoU: 0.613
2023-07-14 16:16:18,502 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.931, mIoU: 0.614
2023-07-14 16:16:18,628 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.931, mIoU: 0.614
2023-07-14 16:16:18,756 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.929, mIoU: 0.612
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2023-07-14 16:17:08,316 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.937, mIoU: 0.632
2023-07-14 16:17:08,450 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.937, mIoU: 0.632
2023-07-14 16:17:08,578 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.937, mIoU: 0.632
2023-07-14 16:17:08,705 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.937, mIoU: 0.632
2023-07-14 16:17:08,832 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.937, mIoU: 0.632
2023-07-14 16:17:08,956 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.937, mIoU: 0.632
2023-07-14 16:17:09,079 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.937, mIoU: 0.632
2023-07-14 16:17:09,202 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.937, mIoU: 0.633
2023-07-14 16:17:09,323 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.937, mIoU: 0.633
2023-07-14 16:17:09,442 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.937, mIoU: 0.634
2023-07-14 16:17:09,577 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.937, mIoU: 0.634
2023-07-14 16:17:09,711 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.937, mIoU: 0.634
2023-07-14 16:17:09,837 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.937, mIoU: 0.635
2023-07-14 16:17:09,965 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.937, mIoU: 0.635
2023-07-14 16:17:10,093 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.937, mIoU: 0.634
2023-07-14 16:17:10,221 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.937, mIoU: 0.634
2023-07-14 16:17:10,346 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.937, mIoU: 0.634
2023-07-14 16:17:10,467 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.937, mIoU: 0.634
2023-07-14 16:17:10,594 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.937, mIoU: 0.635
2023-07-14 16:17:10,724 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.937, mIoU: 0.635
2023-07-14 16:17:10,853 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.937, mIoU: 0.635
2023-07-14 16:17:10,982 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.937, mIoU: 0.635
2023-07-14 16:17:11,112 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.937, mIoU: 0.635
2023-07-14 16:17:11,241 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.937, mIoU: 0.635
2023-07-14 16:17:11,370 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.937, mIoU: 0.634
2023-07-14 16:17:11,497 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.937, mIoU: 0.634
2023-07-14 16:17:11,621 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.937, mIoU: 0.635
2023-07-14 16:17:11,742 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.937, mIoU: 0.635
2023-07-14 16:17:11,867 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.938, mIoU: 0.635
2023-07-14 16:17:11,994 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.938, mIoU: 0.635
2023-07-14 16:17:12,122 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.938, mIoU: 0.635
2023-07-14 16:17:12,250 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.938, mIoU: 0.635
2023-07-14 16:17:12,378 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.938, mIoU: 0.635
2023-07-14 16:17:12,506 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.938, mIoU: 0.635
2023-07-14 16:17:12,630 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.938, mIoU: 0.635
2023-07-14 16:17:12,754 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.938, mIoU: 0.635
2023-07-14 16:17:12,879 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.938, mIoU: 0.635
2023-07-14 16:17:13,001 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.938, mIoU: 0.635
2023-07-14 16:17:13,118 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.938, mIoU: 0.635
2023-07-14 16:17:13,247 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.938, mIoU: 0.636
2023-07-14 16:17:13,381 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.938, mIoU: 0.636
2023-07-14 16:17:13,511 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.938, mIoU: 0.636
2023-07-14 16:17:13,640 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.938, mIoU: 0.636
2023-07-14 16:17:13,772 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.938, mIoU: 0.636
2023-07-14 16:17:13,900 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.938, mIoU: 0.636
2023-07-14 16:17:14,030 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.938, mIoU: 0.636
2023-07-14 16:17:14,155 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.938, mIoU: 0.636
2023-07-14 16:17:14,277 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.938, mIoU: 0.636
2023-07-14 16:17:14,399 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.938, mIoU: 0.637
2023-07-14 16:17:14,519 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.938, mIoU: 0.637
2023-07-14 16:17:14,638 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.938, mIoU: 0.637
2023-07-14 16:17:14,756 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.938, mIoU: 0.637
2023-07-14 16:17:14,883 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.938, mIoU: 0.637
2023-07-14 16:17:49,361 semantic_segmentation INFO: Iters: 27210/50000 || Lr: 0.009862 || Task Loss: 0.1977 || KD Loss: 0.0692|| 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: 1 day, 3:13:32 || Estimated Time: 22:48:10
2023-07-14 16:18:23,425 semantic_segmentation INFO: Iters: 27220/50000 || Lr: 0.009858 || Task Loss: 0.3658 || KD Loss: 0.1562|| 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: 1 day, 3:14:06 || Estimated Time: 22:47:32
2023-07-14 16:18:57,837 semantic_segmentation INFO: Iters: 27230/50000 || Lr: 0.009854 || Task Loss: 0.1983 || KD Loss: 0.0709|| 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: 1 day, 3:14:40 || Estimated Time: 22:46:55
2023-07-14 16:19:32,019 semantic_segmentation INFO: Iters: 27240/50000 || Lr: 0.009850 || Task Loss: 0.3176 || KD Loss: 0.1307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:15:15 || Estimated Time: 22:46:17
2023-07-14 16:20:06,439 semantic_segmentation INFO: Iters: 27250/50000 || Lr: 0.009846 || Task Loss: 0.3246 || KD Loss: 0.1032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:15:49 || Estimated Time: 22:45:40
2023-07-14 16:20:40,533 semantic_segmentation INFO: Iters: 27260/50000 || Lr: 0.009842 || Task Loss: 0.3841 || KD Loss: 0.1576|| 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: 1 day, 3:16:23 || Estimated Time: 22:45:02
2023-07-14 16:21:14,627 semantic_segmentation INFO: Iters: 27270/50000 || Lr: 0.009838 || Task Loss: 0.3250 || KD Loss: 0.1069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 22:44:25
2023-07-14 16:21:48,734 semantic_segmentation INFO: Iters: 27280/50000 || Lr: 0.009834 || Task Loss: 0.2887 || KD Loss: 0.1162|| 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: 1 day, 3:17:31 || Estimated Time: 22:43:47
2023-07-14 16:22:22,743 semantic_segmentation INFO: Iters: 27290/50000 || Lr: 0.009830 || Task Loss: 0.3250 || KD Loss: 0.1430|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:18:05 || Estimated Time: 22:43:09
2023-07-14 16:22:56,811 semantic_segmentation INFO: Iters: 27300/50000 || Lr: 0.009826 || Task Loss: 0.4025 || KD Loss: 0.1428|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:18:39 || Estimated Time: 22:42:32
2023-07-14 16:23:30,953 semantic_segmentation INFO: Iters: 27310/50000 || Lr: 0.009823 || Task Loss: 0.3188 || KD Loss: 0.0776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:19:13 || Estimated Time: 22:41:54
2023-07-14 16:24:05,044 semantic_segmentation INFO: Iters: 27320/50000 || Lr: 0.009819 || Task Loss: 0.2860 || KD Loss: 0.1244|| 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: 1 day, 3:19:48 || Estimated Time: 22:41:16
2023-07-14 16:24:39,385 semantic_segmentation INFO: Iters: 27330/50000 || Lr: 0.009815 || Task Loss: 0.3262 || KD Loss: 0.1521|| 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 day, 3:20:22 || Estimated Time: 22:40:39
2023-07-14 16:25:14,031 semantic_segmentation INFO: Iters: 27340/50000 || Lr: 0.009811 || Task Loss: 0.3500 || KD Loss: 0.1035|| 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: 1 day, 3:20:57 || Estimated Time: 22:40:02
2023-07-14 16:25:48,480 semantic_segmentation INFO: Iters: 27350/50000 || Lr: 0.009807 || Task Loss: 0.2422 || KD Loss: 0.0991|| 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: 1 day, 3:21:31 || Estimated Time: 22:39:25
2023-07-14 16:26:22,627 semantic_segmentation INFO: Iters: 27360/50000 || Lr: 0.009803 || Task Loss: 0.2899 || KD Loss: 0.1048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:22:05 || Estimated Time: 22:38:47
2023-07-14 16:26:56,831 semantic_segmentation INFO: Iters: 27370/50000 || Lr: 0.009799 || Task Loss: 0.4115 || KD Loss: 0.1600|| 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: 1 day, 3:22:39 || Estimated Time: 22:38:10
2023-07-14 16:27:31,444 semantic_segmentation INFO: Iters: 27380/50000 || Lr: 0.009795 || Task Loss: 0.3725 || KD Loss: 0.1300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:23:14 || Estimated Time: 22:37:32
2023-07-14 16:28:05,650 semantic_segmentation INFO: Iters: 27390/50000 || Lr: 0.009791 || Task Loss: 0.3276 || KD Loss: 0.1264|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:23:48 || Estimated Time: 22:36:55
2023-07-14 16:28:40,065 semantic_segmentation INFO: Iters: 27400/50000 || Lr: 0.009788 || Task Loss: 0.2743 || KD Loss: 0.1368|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:24:23 || Estimated Time: 22:36:18
2023-07-14 16:29:14,871 semantic_segmentation INFO: Iters: 27410/50000 || Lr: 0.009784 || Task Loss: 0.5191 || KD Loss: 0.2166|| 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: 1 day, 3:24:57 || Estimated Time: 22:35:41
2023-07-14 16:29:49,679 semantic_segmentation INFO: Iters: 27420/50000 || Lr: 0.009780 || Task Loss: 0.2764 || KD Loss: 0.1230|| 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: 1 day, 3:25:32 || Estimated Time: 22:35:04
2023-07-14 16:30:24,488 semantic_segmentation INFO: Iters: 27430/50000 || Lr: 0.009776 || Task Loss: 0.2863 || KD Loss: 0.1342|| 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: 1 day, 3:26:07 || Estimated Time: 22:34:27
2023-07-14 16:30:59,117 semantic_segmentation INFO: Iters: 27440/50000 || Lr: 0.009772 || Task Loss: 0.3794 || KD Loss: 0.1570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 22:33:49
2023-07-14 16:31:33,724 semantic_segmentation INFO: Iters: 27450/50000 || Lr: 0.009768 || Task Loss: 0.2742 || KD Loss: 0.1145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:27:16 || Estimated Time: 22:33:12
2023-07-14 16:32:08,317 semantic_segmentation INFO: Iters: 27460/50000 || Lr: 0.009764 || Task Loss: 0.2628 || KD Loss: 0.0918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:27:51 || Estimated Time: 22:32:35
2023-07-14 16:32:42,865 semantic_segmentation INFO: Iters: 27470/50000 || Lr: 0.009760 || Task Loss: 0.3772 || KD Loss: 0.1510|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:28:25 || Estimated Time: 22:31:58
2023-07-14 16:33:17,333 semantic_segmentation INFO: Iters: 27480/50000 || Lr: 0.009756 || Task Loss: 0.2381 || KD Loss: 0.0865|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:29:00 || Estimated Time: 22:31:21
2023-07-14 16:33:51,871 semantic_segmentation INFO: Iters: 27490/50000 || Lr: 0.009752 || Task Loss: 0.3483 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:29:34 || Estimated Time: 22:30:43
2023-07-14 16:34:26,374 semantic_segmentation INFO: Iters: 27500/50000 || Lr: 0.009749 || Task Loss: 0.3905 || KD Loss: 0.1284|| 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: 1 day, 3:30:09 || Estimated Time: 22:30:06
2023-07-14 16:35:00,949 semantic_segmentation INFO: Iters: 27510/50000 || Lr: 0.009745 || Task Loss: 0.3553 || KD Loss: 0.1506|| 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: 1 day, 3:30:43 || Estimated Time: 22:29:29
2023-07-14 16:35:35,524 semantic_segmentation INFO: Iters: 27520/50000 || Lr: 0.009741 || Task Loss: 0.2994 || KD Loss: 0.0903|| 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: 1 day, 3:31:18 || Estimated Time: 22:28:52
2023-07-14 16:36:10,193 semantic_segmentation INFO: Iters: 27530/50000 || Lr: 0.009737 || Task Loss: 0.3335 || KD Loss: 0.1312|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:31:53 || Estimated Time: 22:28:15
2023-07-14 16:36:44,804 semantic_segmentation INFO: Iters: 27540/50000 || Lr: 0.009733 || Task Loss: 0.3728 || KD Loss: 0.1536|| 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: 1 day, 3:32:27 || Estimated Time: 22:27:38
2023-07-14 16:37:19,403 semantic_segmentation INFO: Iters: 27550/50000 || Lr: 0.009729 || Task Loss: 0.3388 || KD Loss: 0.1223|| 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: 1 day, 3:33:02 || Estimated Time: 22:27:00
2023-07-14 16:37:53,861 semantic_segmentation INFO: Iters: 27560/50000 || Lr: 0.009725 || Task Loss: 0.2967 || KD Loss: 0.0906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:33:36 || Estimated Time: 22:26:23
2023-07-14 16:38:28,427 semantic_segmentation INFO: Iters: 27570/50000 || Lr: 0.009721 || Task Loss: 0.3039 || KD Loss: 0.0980|| 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: 1 day, 3:34:11 || Estimated Time: 22:25:46
2023-07-14 16:39:02,850 semantic_segmentation INFO: Iters: 27580/50000 || Lr: 0.009717 || Task Loss: 0.2504 || KD Loss: 0.1047|| 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: 1 day, 3:34:45 || Estimated Time: 22:25:09
2023-07-14 16:39:37,400 semantic_segmentation INFO: Iters: 27590/50000 || Lr: 0.009713 || Task Loss: 0.3679 || KD Loss: 0.1528|| 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: 1 day, 3:35:20 || Estimated Time: 22:24:32
2023-07-14 16:40:11,853 semantic_segmentation INFO: Iters: 27600/50000 || Lr: 0.009710 || Task Loss: 0.4943 || KD Loss: 0.1894|| 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 day, 3:35:54 || Estimated Time: 22:23:54
2023-07-14 16:40:46,478 semantic_segmentation INFO: Iters: 27610/50000 || Lr: 0.009706 || Task Loss: 0.3505 || KD Loss: 0.1436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:36:29 || Estimated Time: 22:23:17
2023-07-14 16:41:21,060 semantic_segmentation INFO: Iters: 27620/50000 || Lr: 0.009702 || Task Loss: 0.2951 || KD Loss: 0.1003|| 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: 1 day, 3:37:04 || Estimated Time: 22:22:40
2023-07-14 16:41:55,665 semantic_segmentation INFO: Iters: 27630/50000 || Lr: 0.009698 || Task Loss: 0.5564 || KD Loss: 0.2551|| 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: 1 day, 3:37:38 || Estimated Time: 22:22:03
2023-07-14 16:42:30,213 semantic_segmentation INFO: Iters: 27640/50000 || Lr: 0.009694 || Task Loss: 0.3038 || KD Loss: 0.1282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:38:13 || Estimated Time: 22:21:26
2023-07-14 16:43:04,719 semantic_segmentation INFO: Iters: 27650/50000 || Lr: 0.009690 || Task Loss: 0.3475 || KD Loss: 0.1051|| 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 day, 3:38:47 || Estimated Time: 22:20:49
2023-07-14 16:43:39,337 semantic_segmentation INFO: Iters: 27660/50000 || Lr: 0.009686 || Task Loss: 0.3371 || KD Loss: 0.1438|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 22:20:12
2023-07-14 16:44:13,917 semantic_segmentation INFO: Iters: 27670/50000 || Lr: 0.009682 || Task Loss: 0.2789 || KD Loss: 0.0980|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:39:56 || Estimated Time: 22:19:34
2023-07-14 16:44:48,317 semantic_segmentation INFO: Iters: 27680/50000 || Lr: 0.009678 || Task Loss: 0.2664 || KD Loss: 0.0839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:40:31 || Estimated Time: 22:18:57
2023-07-14 16:45:22,748 semantic_segmentation INFO: Iters: 27690/50000 || Lr: 0.009674 || Task Loss: 0.2723 || KD Loss: 0.0916|| 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: 1 day, 3:41:05 || Estimated Time: 22:18:20
2023-07-14 16:45:57,292 semantic_segmentation INFO: Iters: 27700/50000 || Lr: 0.009670 || Task Loss: 0.4413 || KD Loss: 0.1444|| 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: 1 day, 3:41:40 || Estimated Time: 22:17:43
2023-07-14 16:46:31,737 semantic_segmentation INFO: Iters: 27710/50000 || Lr: 0.009667 || Task Loss: 0.4424 || KD Loss: 0.1370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:42:14 || Estimated Time: 22:17:05
2023-07-14 16:47:06,226 semantic_segmentation INFO: Iters: 27720/50000 || Lr: 0.009663 || Task Loss: 0.3511 || KD Loss: 0.1488|| 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: 1 day, 3:42:49 || Estimated Time: 22:16:28
2023-07-14 16:47:40,774 semantic_segmentation INFO: Iters: 27730/50000 || Lr: 0.009659 || Task Loss: 0.3758 || KD Loss: 0.1326|| 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: 1 day, 3:43:23 || Estimated Time: 22:15:51
2023-07-14 16:48:15,374 semantic_segmentation INFO: Iters: 27740/50000 || Lr: 0.009655 || Task Loss: 0.3202 || KD Loss: 0.1223|| 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: 1 day, 3:43:58 || Estimated Time: 22:15:14
2023-07-14 16:48:49,993 semantic_segmentation INFO: Iters: 27750/50000 || Lr: 0.009651 || Task Loss: 0.2560 || KD Loss: 0.0705|| 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: 1 day, 3:44:32 || Estimated Time: 22:14:37
2023-07-14 16:49:24,604 semantic_segmentation INFO: Iters: 27760/50000 || Lr: 0.009647 || Task Loss: 0.2772 || KD Loss: 0.1143|| 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: 1 day, 3:45:07 || Estimated Time: 22:14:00
2023-07-14 16:49:59,216 semantic_segmentation INFO: Iters: 27770/50000 || Lr: 0.009643 || Task Loss: 0.4630 || KD Loss: 0.1800|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:45:42 || Estimated Time: 22:13:23
2023-07-14 16:50:33,901 semantic_segmentation INFO: Iters: 27780/50000 || Lr: 0.009639 || Task Loss: 0.3372 || KD Loss: 0.0981|| 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 day, 3:46:16 || Estimated Time: 22:12:46
2023-07-14 16:51:08,440 semantic_segmentation INFO: Iters: 27790/50000 || Lr: 0.009635 || Task Loss: 0.2518 || KD Loss: 0.0916|| 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: 1 day, 3:46:51 || Estimated Time: 22:12:09
2023-07-14 16:51:43,065 semantic_segmentation INFO: Iters: 27800/50000 || Lr: 0.009631 || Task Loss: 0.2785 || KD Loss: 0.0922|| 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: 1 day, 3:47:26 || Estimated Time: 22:11:31
2023-07-14 16:52:17,507 semantic_segmentation INFO: Iters: 27810/50000 || Lr: 0.009628 || Task Loss: 0.2978 || KD Loss: 0.1144|| 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: 1 day, 3:48:00 || Estimated Time: 22:10:54
2023-07-14 16:52:52,063 semantic_segmentation INFO: Iters: 27820/50000 || Lr: 0.009624 || Task Loss: 0.4393 || KD Loss: 0.1649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:48:35 || Estimated Time: 22:10:17
2023-07-14 16:53:26,613 semantic_segmentation INFO: Iters: 27830/50000 || Lr: 0.009620 || Task Loss: 0.3941 || KD Loss: 0.1521|| 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: 1 day, 3:49:09 || Estimated Time: 22:09:40
2023-07-14 16:54:01,112 semantic_segmentation INFO: Iters: 27840/50000 || Lr: 0.009616 || Task Loss: 0.2586 || KD Loss: 0.1040|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:49:44 || Estimated Time: 22:09:03
2023-07-14 16:54:35,622 semantic_segmentation INFO: Iters: 27850/50000 || Lr: 0.009612 || Task Loss: 0.2898 || KD Loss: 0.0799|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:50:18 || Estimated Time: 22:08:26
2023-07-14 16:55:10,056 semantic_segmentation INFO: Iters: 27860/50000 || Lr: 0.009608 || Task Loss: 0.2417 || KD Loss: 0.0834|| 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: 1 day, 3:50:53 || Estimated Time: 22:07:48
2023-07-14 16:55:44,507 semantic_segmentation INFO: Iters: 27870/50000 || Lr: 0.009604 || Task Loss: 0.3091 || KD Loss: 0.1362|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:51:27 || Estimated Time: 22:07:11
2023-07-14 16:56:19,059 semantic_segmentation INFO: Iters: 27880/50000 || Lr: 0.009600 || Task Loss: 0.3521 || KD Loss: 0.1332|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:52:02 || Estimated Time: 22:06:34
2023-07-14 16:56:53,540 semantic_segmentation INFO: Iters: 27890/50000 || Lr: 0.009596 || Task Loss: 0.2847 || KD Loss: 0.1181|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:52:36 || Estimated Time: 22:05:57
2023-07-14 16:57:28,130 semantic_segmentation INFO: Iters: 27900/50000 || Lr: 0.009592 || Task Loss: 0.3092 || KD Loss: 0.1094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:53:11 || Estimated Time: 22:05:20
2023-07-14 16:58:02,749 semantic_segmentation INFO: Iters: 27910/50000 || Lr: 0.009589 || Task Loss: 0.3162 || KD Loss: 0.1024|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:53:45 || Estimated Time: 22:04:43
2023-07-14 16:58:37,364 semantic_segmentation INFO: Iters: 27920/50000 || Lr: 0.009585 || Task Loss: 0.3022 || KD Loss: 0.1293|| 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: 1 day, 3:54:20 || Estimated Time: 22:04:06
2023-07-14 16:59:11,994 semantic_segmentation INFO: Iters: 27930/50000 || Lr: 0.009581 || Task Loss: 0.3154 || KD Loss: 0.0999|| 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: 1 day, 3:54:54 || Estimated Time: 22:03:29
2023-07-14 16:59:46,588 semantic_segmentation INFO: Iters: 27940/50000 || Lr: 0.009577 || Task Loss: 0.3892 || KD Loss: 0.1587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:55:29 || Estimated Time: 22:02:52
2023-07-14 17:00:21,148 semantic_segmentation INFO: Iters: 27950/50000 || Lr: 0.009573 || Task Loss: 0.3328 || KD Loss: 0.1174|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:56:04 || Estimated Time: 22:02:15
2023-07-14 17:00:55,637 semantic_segmentation INFO: Iters: 27960/50000 || Lr: 0.009569 || Task Loss: 0.3046 || KD Loss: 0.1128|| 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: 1 day, 3:56:38 || Estimated Time: 22:01:37
2023-07-14 17:01:30,143 semantic_segmentation INFO: Iters: 27970/50000 || Lr: 0.009565 || Task Loss: 0.2822 || KD Loss: 0.0802|| 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 day, 3:57:13 || Estimated Time: 22:01:00
2023-07-14 17:02:04,525 semantic_segmentation INFO: Iters: 27980/50000 || Lr: 0.009561 || Task Loss: 0.3286 || KD Loss: 0.1305|| 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: 1 day, 3:57:47 || Estimated Time: 22:00:23
2023-07-14 17:02:38,979 semantic_segmentation INFO: Iters: 27990/50000 || Lr: 0.009557 || Task Loss: 0.2873 || KD Loss: 0.1104|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 21:59:46
2023-07-14 17:03:13,415 semantic_segmentation INFO: Iters: 28000/50000 || Lr: 0.009553 || Task Loss: 0.2036 || KD Loss: 0.0775|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 3:58:56 || Estimated Time: 21:59:09
2023-07-14 17:03:13,489 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 17:03:14,165 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.944, mIoU: 0.370
2023-07-14 17:03:14,295 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.958, mIoU: 0.450
2023-07-14 17:03:14,426 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.961, mIoU: 0.464
2023-07-14 17:03:14,551 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.960, mIoU: 0.487
2023-07-14 17:03:14,677 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.963, mIoU: 0.482
2023-07-14 17:03:14,800 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.963, mIoU: 0.486
2023-07-14 17:03:14,924 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.960, mIoU: 0.483
2023-07-14 17:03:15,051 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.960, mIoU: 0.509
2023-07-14 17:03:15,178 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.959, mIoU: 0.544
2023-07-14 17:03:15,301 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.956, mIoU: 0.570
2023-07-14 17:03:15,419 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.955, mIoU: 0.578
2023-07-14 17:03:15,546 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.951, mIoU: 0.615
2023-07-14 17:03:15,677 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.950, mIoU: 0.627
2023-07-14 17:03:15,806 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.948, mIoU: 0.612
2023-07-14 17:03:15,934 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.945, mIoU: 0.602
2023-07-14 17:03:16,064 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.944, mIoU: 0.596
2023-07-14 17:03:16,191 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.943, mIoU: 0.596
2023-07-14 17:03:16,318 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.943, mIoU: 0.597
2023-07-14 17:03:16,441 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.941, mIoU: 0.601
2023-07-14 17:03:16,567 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.941, mIoU: 0.606
2023-07-14 17:03:16,693 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.941, mIoU: 0.607
2023-07-14 17:03:16,820 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.935, mIoU: 0.606
2023-07-14 17:03:16,943 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.935, mIoU: 0.606
2023-07-14 17:03:17,061 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.935, mIoU: 0.615
2023-07-14 17:03:17,190 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.935, mIoU: 0.631
2023-07-14 17:03:17,320 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.935, mIoU: 0.634
2023-07-14 17:03:17,450 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.934, mIoU: 0.624
2023-07-14 17:03:17,574 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.933, mIoU: 0.619
2023-07-14 17:03:17,702 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.933, mIoU: 0.624
2023-07-14 17:03:17,830 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.932, mIoU: 0.624
2023-07-14 17:03:17,955 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.932, mIoU: 0.622
2023-07-14 17:03:18,075 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.931, mIoU: 0.621
2023-07-14 17:03:18,207 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.933, mIoU: 0.623
2023-07-14 17:03:18,340 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.933, mIoU: 0.623
2023-07-14 17:03:18,469 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.933, mIoU: 0.625
2023-07-14 17:03:18,596 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.933, mIoU: 0.624
2023-07-14 17:03:18,728 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.933, mIoU: 0.622
2023-07-14 17:03:18,856 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.932, mIoU: 0.620
2023-07-14 17:03:18,984 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.931, mIoU: 0.617
2023-07-14 17:03:19,108 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.932, mIoU: 0.617
2023-07-14 17:03:19,231 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.932, mIoU: 0.617
2023-07-14 17:03:19,353 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.933, mIoU: 0.616
2023-07-14 17:03:19,473 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.933, mIoU: 0.616
2023-07-14 17:03:19,592 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.934, mIoU: 0.618
2023-07-14 17:03:19,709 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.934, mIoU: 0.616
2023-07-14 17:03:19,837 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.934, mIoU: 0.617
2023-07-14 17:03:19,972 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.935, mIoU: 0.617
2023-07-14 17:03:20,101 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.936, mIoU: 0.616
2023-07-14 17:03:20,231 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.936, mIoU: 0.622
2023-07-14 17:03:20,363 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.936, mIoU: 0.624
2023-07-14 17:03:20,490 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.935, mIoU: 0.625
2023-07-14 17:03:20,616 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.935, mIoU: 0.630
2023-07-14 17:03:20,739 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.934, mIoU: 0.630
2023-07-14 17:03:20,864 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.934, mIoU: 0.632
2023-07-14 17:03:20,994 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.932, mIoU: 0.629
2023-07-14 17:03:21,123 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.931, mIoU: 0.623
2023-07-14 17:03:21,249 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.932, mIoU: 0.624
2023-07-14 17:03:21,374 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.932, mIoU: 0.631
2023-07-14 17:03:21,499 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.932, mIoU: 0.634
2023-07-14 17:03:21,626 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.932, mIoU: 0.632
2023-07-14 17:03:21,753 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.931, mIoU: 0.635
2023-07-14 17:03:21,880 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.931, mIoU: 0.637
2023-07-14 17:03:22,010 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.931, mIoU: 0.635
2023-07-14 17:03:22,137 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.931, mIoU: 0.639
2023-07-14 17:03:22,264 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.931, mIoU: 0.642
2023-07-14 17:03:22,388 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.931, mIoU: 0.643
2023-07-14 17:03:22,511 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.931, mIoU: 0.643
2023-07-14 17:03:22,634 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.930, mIoU: 0.644
2023-07-14 17:03:22,758 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.930, mIoU: 0.642
2023-07-14 17:03:22,880 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.931, mIoU: 0.643
2023-07-14 17:03:22,997 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.931, mIoU: 0.643
2023-07-14 17:03:23,125 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.931, mIoU: 0.641
2023-07-14 17:03:23,258 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.931, mIoU: 0.639
2023-07-14 17:03:23,388 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.931, mIoU: 0.638
2023-07-14 17:03:23,514 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.931, mIoU: 0.637
2023-07-14 17:03:23,642 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.931, mIoU: 0.636
2023-07-14 17:03:23,771 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.931, mIoU: 0.636
2023-07-14 17:03:23,897 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.931, mIoU: 0.636
2023-07-14 17:03:24,021 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.931, mIoU: 0.636
2023-07-14 17:03:24,149 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.931, mIoU: 0.637
2023-07-14 17:03:24,279 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.931, mIoU: 0.638
2023-07-14 17:03:24,407 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.931, mIoU: 0.639
2023-07-14 17:03:24,536 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.931, mIoU: 0.638
2023-07-14 17:03:24,669 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.929, mIoU: 0.635
2023-07-14 17:03:24,796 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.927, mIoU: 0.631
2023-07-14 17:03:24,922 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.927, mIoU: 0.631
2023-07-14 17:03:25,046 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.927, mIoU: 0.632
2023-07-14 17:03:25,170 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.927, mIoU: 0.632
2023-07-14 17:03:25,294 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.927, mIoU: 0.631
2023-07-14 17:03:25,415 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.927, mIoU: 0.631
2023-07-14 17:03:25,534 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.927, mIoU: 0.631
2023-07-14 17:03:25,651 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.927, mIoU: 0.646
2023-07-14 17:03:25,779 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.927, mIoU: 0.646
2023-07-14 17:03:25,912 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.928, mIoU: 0.646
2023-07-14 17:03:26,042 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.928, mIoU: 0.646
2023-07-14 17:03:26,170 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.928, mIoU: 0.646
2023-07-14 17:03:26,304 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.928, mIoU: 0.646
2023-07-14 17:03:26,430 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.928, mIoU: 0.646
2023-07-14 17:03:26,557 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.927, mIoU: 0.647
2023-07-14 17:03:26,683 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.927, mIoU: 0.648
2023-07-14 17:03:26,805 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.925, mIoU: 0.648
2023-07-14 17:03:26,928 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.925, mIoU: 0.646
2023-07-14 17:03:27,050 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.925, mIoU: 0.646
2023-07-14 17:03:27,171 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.925, mIoU: 0.646
2023-07-14 17:03:27,289 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.926, mIoU: 0.646
2023-07-14 17:03:27,417 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.926, mIoU: 0.646
2023-07-14 17:03:27,550 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.926, mIoU: 0.646
2023-07-14 17:03:27,680 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.926, mIoU: 0.647
2023-07-14 17:03:27,810 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.926, mIoU: 0.646
2023-07-14 17:03:27,942 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.926, mIoU: 0.645
2023-07-14 17:03:28,070 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.926, mIoU: 0.645
2023-07-14 17:03:28,197 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.926, mIoU: 0.645
2023-07-14 17:03:28,323 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.926, mIoU: 0.644
2023-07-14 17:03:28,446 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.926, mIoU: 0.644
2023-07-14 17:03:28,570 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.926, mIoU: 0.644
2023-07-14 17:03:28,693 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.926, mIoU: 0.644
2023-07-14 17:03:28,813 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.926, mIoU: 0.644
2023-07-14 17:03:28,930 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.926, mIoU: 0.642
2023-07-14 17:03:29,058 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.926, mIoU: 0.641
2023-07-14 17:03:29,193 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.926, mIoU: 0.641
2023-07-14 17:03:29,323 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.926, mIoU: 0.640
2023-07-14 17:03:29,452 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.926, mIoU: 0.640
2023-07-14 17:03:29,584 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.926, mIoU: 0.640
2023-07-14 17:03:29,711 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.926, mIoU: 0.643
2023-07-14 17:03:29,840 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.926, mIoU: 0.643
2023-07-14 17:03:29,966 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.926, mIoU: 0.645
2023-07-14 17:03:30,089 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.926, mIoU: 0.646
2023-07-14 17:03:30,213 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.926, mIoU: 0.646
2023-07-14 17:03:30,336 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.926, mIoU: 0.646
2023-07-14 17:03:30,458 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.926, mIoU: 0.646
2023-07-14 17:03:30,578 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.927, mIoU: 0.646
2023-07-14 17:03:30,708 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.927, mIoU: 0.646
2023-07-14 17:03:30,844 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.927, mIoU: 0.645
2023-07-14 17:03:30,971 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.927, mIoU: 0.645
2023-07-14 17:03:31,097 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.927, mIoU: 0.643
2023-07-14 17:03:31,226 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.928, mIoU: 0.643
2023-07-14 17:03:31,353 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.928, mIoU: 0.643
2023-07-14 17:03:31,479 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.927, mIoU: 0.638
2023-07-14 17:03:31,601 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.927, mIoU: 0.638
2023-07-14 17:03:31,727 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.927, mIoU: 0.638
2023-07-14 17:03:31,854 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.927, mIoU: 0.638
2023-07-14 17:03:31,980 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.927, mIoU: 0.638
2023-07-14 17:03:32,103 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.927, mIoU: 0.636
2023-07-14 17:03:32,223 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.927, mIoU: 0.636
2023-07-14 17:03:32,352 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.927, mIoU: 0.635
2023-07-14 17:03:32,485 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.927, mIoU: 0.637
2023-07-14 17:03:32,614 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.927, mIoU: 0.637
2023-07-14 17:03:32,739 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.927, mIoU: 0.637
2023-07-14 17:03:32,865 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.927, mIoU: 0.637
2023-07-14 17:03:32,989 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.927, mIoU: 0.636
2023-07-14 17:03:33,110 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.927, mIoU: 0.638
2023-07-14 17:03:33,227 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.927, mIoU: 0.638
2023-07-14 17:03:33,356 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.927, mIoU: 0.638
2023-07-14 17:03:33,488 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.927, mIoU: 0.638
2023-07-14 17:03:33,619 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.927, mIoU: 0.638
2023-07-14 17:03:33,749 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.927, mIoU: 0.639
2023-07-14 17:03:33,883 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.927, mIoU: 0.639
2023-07-14 17:03:34,012 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.927, mIoU: 0.638
2023-07-14 17:03:34,141 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.927, mIoU: 0.638
2023-07-14 17:03:34,267 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.927, mIoU: 0.638
2023-07-14 17:03:34,391 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.927, mIoU: 0.637
2023-07-14 17:03:34,513 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.926, mIoU: 0.634
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2023-07-14 17:03:59,616 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.931, mIoU: 0.627
2023-07-14 17:03:59,747 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.931, mIoU: 0.628
2023-07-14 17:03:59,876 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.931, mIoU: 0.628
2023-07-14 17:04:00,001 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.931, mIoU: 0.628
2023-07-14 17:04:00,128 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.931, mIoU: 0.628
2023-07-14 17:04:00,254 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.931, mIoU: 0.628
2023-07-14 17:04:00,384 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.931, mIoU: 0.628
2023-07-14 17:04:00,520 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.931, mIoU: 0.629
2023-07-14 17:04:00,648 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.931, mIoU: 0.629
2023-07-14 17:04:00,776 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.932, mIoU: 0.629
2023-07-14 17:04:00,899 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.932, mIoU: 0.630
2023-07-14 17:04:01,027 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.932, mIoU: 0.630
2023-07-14 17:04:01,155 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.932, mIoU: 0.631
2023-07-14 17:04:01,283 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.932, mIoU: 0.631
2023-07-14 17:04:01,410 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.932, mIoU: 0.631
2023-07-14 17:04:01,541 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.932, mIoU: 0.631
2023-07-14 17:04:01,671 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.932, mIoU: 0.631
2023-07-14 17:04:01,800 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.932, mIoU: 0.631
2023-07-14 17:04:01,926 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.932, mIoU: 0.631
2023-07-14 17:04:02,053 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.932, mIoU: 0.631
2023-07-14 17:04:02,182 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.932, mIoU: 0.632
2023-07-14 17:04:02,308 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.932, mIoU: 0.632
2023-07-14 17:04:02,436 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.932, mIoU: 0.632
2023-07-14 17:04:02,567 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.933, mIoU: 0.632
2023-07-14 17:04:02,696 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.933, mIoU: 0.633
2023-07-14 17:04:02,821 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.933, mIoU: 0.633
2023-07-14 17:04:02,941 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.933, mIoU: 0.633
2023-07-14 17:04:03,070 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.933, mIoU: 0.633
2023-07-14 17:04:03,201 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.933, mIoU: 0.633
2023-07-14 17:04:03,329 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.933, mIoU: 0.633
2023-07-14 17:04:03,457 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.933, mIoU: 0.633
2023-07-14 17:04:03,587 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.933, mIoU: 0.634
2023-07-14 17:04:03,718 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.933, mIoU: 0.634
2023-07-14 17:04:03,845 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.933, mIoU: 0.634
2023-07-14 17:04:03,970 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.933, mIoU: 0.634
2023-07-14 17:04:04,096 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.933, mIoU: 0.634
2023-07-14 17:04:04,226 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.933, mIoU: 0.634
2023-07-14 17:04:04,353 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.934, mIoU: 0.635
2023-07-14 17:04:04,484 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.934, mIoU: 0.635
2023-07-14 17:04:04,615 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.934, mIoU: 0.635
2023-07-14 17:04:04,745 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.934, mIoU: 0.635
2023-07-14 17:04:04,870 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.934, mIoU: 0.635
2023-07-14 17:04:04,990 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.934, mIoU: 0.635
2023-07-14 17:04:05,120 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.934, mIoU: 0.635
2023-07-14 17:04:05,252 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.934, mIoU: 0.635
2023-07-14 17:04:05,380 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.934, mIoU: 0.635
2023-07-14 17:04:05,506 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.934, mIoU: 0.635
2023-07-14 17:04:05,634 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.934, mIoU: 0.636
2023-07-14 17:04:05,762 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.934, mIoU: 0.636
2023-07-14 17:04:05,885 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.935, mIoU: 0.636
2023-07-14 17:04:06,005 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.935, mIoU: 0.636
2023-07-14 17:04:06,138 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.935, mIoU: 0.636
2023-07-14 17:04:06,273 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.935, mIoU: 0.637
2023-07-14 17:04:06,403 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.935, mIoU: 0.637
2023-07-14 17:04:06,529 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.935, mIoU: 0.637
2023-07-14 17:04:06,655 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.935, mIoU: 0.637
2023-07-14 17:04:06,779 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.935, mIoU: 0.637
2023-07-14 17:04:06,901 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.935, mIoU: 0.637
2023-07-14 17:04:07,021 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.935, mIoU: 0.637
2023-07-14 17:04:07,150 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.935, mIoU: 0.637
2023-07-14 17:04:07,281 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.935, mIoU: 0.637
2023-07-14 17:04:07,412 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.935, mIoU: 0.637
2023-07-14 17:04:07,542 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.935, mIoU: 0.638
2023-07-14 17:04:07,670 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.935, mIoU: 0.638
2023-07-14 17:04:07,801 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.935, mIoU: 0.638
2023-07-14 17:04:07,933 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.935, mIoU: 0.638
2023-07-14 17:04:08,061 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.935, mIoU: 0.638
2023-07-14 17:04:08,186 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.936, mIoU: 0.638
2023-07-14 17:04:08,310 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.936, mIoU: 0.638
2023-07-14 17:04:08,435 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.936, mIoU: 0.638
2023-07-14 17:04:08,562 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.936, mIoU: 0.638
2023-07-14 17:04:08,692 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.936, mIoU: 0.638
2023-07-14 17:04:08,821 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-14 17:04:08,950 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.936, mIoU: 0.638
2023-07-14 17:04:09,078 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.936, mIoU: 0.638
2023-07-14 17:04:09,202 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-14 17:04:09,328 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-14 17:04:09,453 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-14 17:04:09,575 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-14 17:04:09,695 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-14 17:04:09,826 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-14 17:04:09,959 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-14 17:04:10,089 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.937, mIoU: 0.639
2023-07-14 17:04:10,216 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.937, mIoU: 0.639
2023-07-14 17:04:10,346 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.937, mIoU: 0.639
2023-07-14 17:04:10,473 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.937, mIoU: 0.639
2023-07-14 17:04:10,599 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.937, mIoU: 0.639
2023-07-14 17:04:10,722 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.937, mIoU: 0.639
2023-07-14 17:04:10,849 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.937, mIoU: 0.639
2023-07-14 17:04:10,976 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.937, mIoU: 0.639
2023-07-14 17:04:11,102 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.937, mIoU: 0.639
2023-07-14 17:04:11,228 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.937, mIoU: 0.639
2023-07-14 17:04:11,353 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-14 17:04:11,484 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.937, mIoU: 0.639
2023-07-14 17:04:11,618 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.937, mIoU: 0.639
2023-07-14 17:04:11,745 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-14 17:04:11,868 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.937, mIoU: 0.641
2023-07-14 17:04:11,990 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.937, mIoU: 0.641
2023-07-14 17:04:12,112 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.937, mIoU: 0.641
2023-07-14 17:04:12,231 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.937, mIoU: 0.641
2023-07-14 17:04:12,349 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.937, mIoU: 0.641
2023-07-14 17:04:12,477 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.937, mIoU: 0.641
2023-07-14 17:04:12,614 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.937, mIoU: 0.642
2023-07-14 17:04:12,746 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.937, mIoU: 0.642
2023-07-14 17:04:12,877 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.937, mIoU: 0.642
2023-07-14 17:04:13,005 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.938, mIoU: 0.642
2023-07-14 17:04:13,138 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.938, mIoU: 0.642
2023-07-14 17:04:13,270 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.937, mIoU: 0.642
2023-07-14 17:04:13,399 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.938, mIoU: 0.643
2023-07-14 17:04:13,527 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.937, mIoU: 0.642
2023-07-14 17:04:13,657 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.937, mIoU: 0.642
2023-07-14 17:04:13,785 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.937, mIoU: 0.642
2023-07-14 17:04:13,910 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.937, mIoU: 0.642
2023-07-14 17:04:14,036 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.938, mIoU: 0.642
2023-07-14 17:04:14,161 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.938, mIoU: 0.642
2023-07-14 17:04:14,284 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.938, mIoU: 0.642
2023-07-14 17:04:14,403 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.938, mIoU: 0.642
2023-07-14 17:04:14,533 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.938, mIoU: 0.642
2023-07-14 17:04:14,664 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.938, mIoU: 0.642
2023-07-14 17:04:14,794 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.938, mIoU: 0.643
2023-07-14 17:04:14,925 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.938, mIoU: 0.643
2023-07-14 17:04:15,054 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.938, mIoU: 0.643
2023-07-14 17:04:15,186 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.938, mIoU: 0.643
2023-07-14 17:04:15,317 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.938, mIoU: 0.642
2023-07-14 17:04:15,445 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.938, mIoU: 0.643
2023-07-14 17:04:15,574 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.938, mIoU: 0.643
2023-07-14 17:04:15,703 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.938, mIoU: 0.643
2023-07-14 17:04:15,830 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.938, mIoU: 0.643
2023-07-14 17:04:15,957 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.938, mIoU: 0.643
2023-07-14 17:04:16,085 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.938, mIoU: 0.643
2023-07-14 17:04:16,214 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.938, mIoU: 0.643
2023-07-14 17:04:16,343 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.938, mIoU: 0.643
2023-07-14 17:04:16,472 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.938, mIoU: 0.644
2023-07-14 17:04:16,599 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.938, mIoU: 0.644
2023-07-14 17:04:16,727 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.938, mIoU: 0.644
2023-07-14 17:04:16,853 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.938, mIoU: 0.644
2023-07-14 17:04:16,978 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.938, mIoU: 0.644
2023-07-14 17:04:17,107 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.938, mIoU: 0.644
2023-07-14 17:04:17,234 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.938, mIoU: 0.644
2023-07-14 17:04:17,359 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.938, mIoU: 0.644
2023-07-14 17:04:17,481 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.938, mIoU: 0.644
2023-07-14 17:04:17,608 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.938, mIoU: 0.644
2023-07-14 17:04:52,768 semantic_segmentation INFO: Iters: 28010/50000 || Lr: 0.009549 || Task Loss: 0.3070 || KD Loss: 0.0886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:00:35 || Estimated Time: 21:59:22
2023-07-14 17:05:27,250 semantic_segmentation INFO: Iters: 28020/50000 || Lr: 0.009546 || Task Loss: 0.2771 || KD Loss: 0.1421|| 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 day, 4:01:10 || Estimated Time: 21:58:45
2023-07-14 17:06:01,795 semantic_segmentation INFO: Iters: 28030/50000 || Lr: 0.009542 || Task Loss: 0.3651 || KD Loss: 0.1494|| 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: 1 day, 4:01:44 || Estimated Time: 21:58:08
2023-07-14 17:06:36,202 semantic_segmentation INFO: Iters: 28040/50000 || Lr: 0.009538 || Task Loss: 0.2864 || KD Loss: 0.1293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 21:57:31
2023-07-14 17:07:10,792 semantic_segmentation INFO: Iters: 28050/50000 || Lr: 0.009534 || Task Loss: 0.2612 || KD Loss: 0.0693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:02:53 || Estimated Time: 21:56:54
2023-07-14 17:07:45,355 semantic_segmentation INFO: Iters: 28060/50000 || Lr: 0.009530 || Task Loss: 0.2233 || KD Loss: 0.0923|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:03:28 || Estimated Time: 21:56:17
2023-07-14 17:08:19,874 semantic_segmentation INFO: Iters: 28070/50000 || Lr: 0.009526 || Task Loss: 0.4310 || KD Loss: 0.1451|| 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: 1 day, 4:04:02 || Estimated Time: 21:55:39
2023-07-14 17:08:54,417 semantic_segmentation INFO: Iters: 28080/50000 || Lr: 0.009522 || Task Loss: 0.2444 || KD Loss: 0.0832|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:04:37 || Estimated Time: 21:55:02
2023-07-14 17:09:28,923 semantic_segmentation INFO: Iters: 28090/50000 || Lr: 0.009518 || Task Loss: 0.3125 || KD Loss: 0.1297|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:05:11 || Estimated Time: 21:54:25
2023-07-14 17:10:03,438 semantic_segmentation INFO: Iters: 28100/50000 || Lr: 0.009514 || Task Loss: 0.3844 || KD Loss: 0.1399|| 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: 1 day, 4:05:46 || Estimated Time: 21:53:48
2023-07-14 17:10:37,992 semantic_segmentation INFO: Iters: 28110/50000 || Lr: 0.009510 || Task Loss: 0.2562 || KD Loss: 0.0854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:06:20 || Estimated Time: 21:53:11
2023-07-14 17:11:12,468 semantic_segmentation INFO: Iters: 28120/50000 || Lr: 0.009506 || Task Loss: 0.3943 || KD Loss: 0.1790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:06:55 || Estimated Time: 21:52:34
2023-07-14 17:11:46,992 semantic_segmentation INFO: Iters: 28130/50000 || Lr: 0.009503 || Task Loss: 0.3542 || KD Loss: 0.1107|| 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: 1 day, 4:07:29 || Estimated Time: 21:51:57
2023-07-14 17:12:21,465 semantic_segmentation INFO: Iters: 28140/50000 || Lr: 0.009499 || Task Loss: 0.3007 || KD Loss: 0.0894|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:08:04 || Estimated Time: 21:51:19
2023-07-14 17:12:55,889 semantic_segmentation INFO: Iters: 28150/50000 || Lr: 0.009495 || Task Loss: 0.5029 || KD Loss: 0.1716|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:08:38 || Estimated Time: 21:50:42
2023-07-14 17:13:30,627 semantic_segmentation INFO: Iters: 28160/50000 || Lr: 0.009491 || Task Loss: 0.3402 || KD Loss: 0.1168|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:09:13 || Estimated Time: 21:50:05
2023-07-14 17:14:05,238 semantic_segmentation INFO: Iters: 28170/50000 || Lr: 0.009487 || Task Loss: 0.3223 || KD Loss: 0.1425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:09:48 || Estimated Time: 21:49:28
2023-07-14 17:14:39,782 semantic_segmentation INFO: Iters: 28180/50000 || Lr: 0.009483 || Task Loss: 0.2698 || KD Loss: 0.1133|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:10:22 || Estimated Time: 21:48:51
2023-07-14 17:15:14,360 semantic_segmentation INFO: Iters: 28190/50000 || Lr: 0.009479 || Task Loss: 0.2072 || KD Loss: 0.0734|| 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: 1 day, 4:10:57 || Estimated Time: 21:48:14
2023-07-14 17:15:49,013 semantic_segmentation INFO: Iters: 28200/50000 || Lr: 0.009475 || Task Loss: 0.2143 || KD Loss: 0.0929|| 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: 1 day, 4:11:32 || Estimated Time: 21:47:37
2023-07-14 17:16:23,584 semantic_segmentation INFO: Iters: 28210/50000 || Lr: 0.009471 || Task Loss: 0.2999 || KD Loss: 0.1423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:12:06 || Estimated Time: 21:47:00
2023-07-14 17:16:58,159 semantic_segmentation INFO: Iters: 28220/50000 || Lr: 0.009467 || Task Loss: 0.3646 || KD Loss: 0.1394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:12:41 || Estimated Time: 21:46:23
2023-07-14 17:17:32,740 semantic_segmentation INFO: Iters: 28230/50000 || Lr: 0.009463 || Task Loss: 0.3333 || KD Loss: 0.1080|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:13:15 || Estimated Time: 21:45:46
2023-07-14 17:18:07,173 semantic_segmentation INFO: Iters: 28240/50000 || Lr: 0.009459 || Task Loss: 0.3103 || KD Loss: 0.1188|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1226|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:13:50 || Estimated Time: 21:45:09
2023-07-14 17:18:41,762 semantic_segmentation INFO: Iters: 28250/50000 || Lr: 0.009456 || Task Loss: 0.3719 || KD Loss: 0.1213|| 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: 1 day, 4:14:24 || Estimated Time: 21:44:31
2023-07-14 17:19:16,253 semantic_segmentation INFO: Iters: 28260/50000 || Lr: 0.009452 || Task Loss: 0.2666 || KD Loss: 0.0920|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:14:59 || Estimated Time: 21:43:54
2023-07-14 17:19:50,913 semantic_segmentation INFO: Iters: 28270/50000 || Lr: 0.009448 || Task Loss: 0.3348 || KD Loss: 0.1230|| 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: 1 day, 4:15:33 || Estimated Time: 21:43:17
2023-07-14 17:20:25,499 semantic_segmentation INFO: Iters: 28280/50000 || Lr: 0.009444 || Task Loss: 0.3204 || KD Loss: 0.1326|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:16:08 || Estimated Time: 21:42:40
2023-07-14 17:21:00,208 semantic_segmentation INFO: Iters: 28290/50000 || Lr: 0.009440 || Task Loss: 0.2307 || KD Loss: 0.0820|| 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: 1 day, 4:16:43 || Estimated Time: 21:42:03
2023-07-14 17:21:34,716 semantic_segmentation INFO: Iters: 28300/50000 || Lr: 0.009436 || Task Loss: 0.3288 || KD Loss: 0.1139|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:17:17 || Estimated Time: 21:41:26
2023-07-14 17:22:09,250 semantic_segmentation INFO: Iters: 28310/50000 || Lr: 0.009432 || Task Loss: 0.3656 || KD Loss: 0.1398|| 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: 1 day, 4:17:52 || Estimated Time: 21:40:49
2023-07-14 17:22:43,855 semantic_segmentation INFO: Iters: 28320/50000 || Lr: 0.009428 || Task Loss: 0.2544 || KD Loss: 0.0953|| 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: 1 day, 4:18:26 || Estimated Time: 21:40:12
2023-07-14 17:23:18,411 semantic_segmentation INFO: Iters: 28330/50000 || Lr: 0.009424 || Task Loss: 0.3477 || KD Loss: 0.1166|| 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: 1 day, 4:19:01 || Estimated Time: 21:39:35
2023-07-14 17:23:52,906 semantic_segmentation INFO: Iters: 28340/50000 || Lr: 0.009420 || Task Loss: 0.3955 || KD Loss: 0.1427|| 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: 1 day, 4:19:35 || Estimated Time: 21:38:58
2023-07-14 17:24:27,483 semantic_segmentation INFO: Iters: 28350/50000 || Lr: 0.009416 || Task Loss: 0.3527 || KD Loss: 0.1795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:20:10 || Estimated Time: 21:38:21
2023-07-14 17:25:02,068 semantic_segmentation INFO: Iters: 28360/50000 || Lr: 0.009413 || Task Loss: 0.3048 || KD Loss: 0.1236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:20:45 || Estimated Time: 21:37:44
2023-07-14 17:25:36,502 semantic_segmentation INFO: Iters: 28370/50000 || Lr: 0.009409 || Task Loss: 0.3976 || KD Loss: 0.1497|| 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, 4:21:19 || Estimated Time: 21:37:07
2023-07-14 17:26:10,992 semantic_segmentation INFO: Iters: 28380/50000 || Lr: 0.009405 || Task Loss: 0.3627 || KD Loss: 0.1300|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:21:53 || Estimated Time: 21:36:29
2023-07-14 17:26:45,473 semantic_segmentation INFO: Iters: 28390/50000 || Lr: 0.009401 || Task Loss: 0.2945 || KD Loss: 0.1276|| 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: 1 day, 4:22:28 || Estimated Time: 21:35:52
2023-07-14 17:27:19,917 semantic_segmentation INFO: Iters: 28400/50000 || Lr: 0.009397 || Task Loss: 0.3327 || KD Loss: 0.1238|| 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: 1 day, 4:23:02 || Estimated Time: 21:35:15
2023-07-14 17:27:54,349 semantic_segmentation INFO: Iters: 28410/50000 || Lr: 0.009393 || Task Loss: 0.4898 || KD Loss: 0.1698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:23:37 || Estimated Time: 21:34:38
2023-07-14 17:28:28,921 semantic_segmentation INFO: Iters: 28420/50000 || Lr: 0.009389 || Task Loss: 0.3484 || KD Loss: 0.1137|| 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: 1 day, 4:24:11 || Estimated Time: 21:34:01
2023-07-14 17:29:03,490 semantic_segmentation INFO: Iters: 28430/50000 || Lr: 0.009385 || Task Loss: 0.4513 || KD Loss: 0.1772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1219|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:24:46 || Estimated Time: 21:33:24
2023-07-14 17:29:38,160 semantic_segmentation INFO: Iters: 28440/50000 || Lr: 0.009381 || Task Loss: 0.2956 || KD Loss: 0.1074|| 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, 4:25:21 || Estimated Time: 21:32:47
2023-07-14 17:30:12,774 semantic_segmentation INFO: Iters: 28450/50000 || Lr: 0.009377 || Task Loss: 0.3298 || KD Loss: 0.1435|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:25:55 || Estimated Time: 21:32:10
2023-07-14 17:30:47,349 semantic_segmentation INFO: Iters: 28460/50000 || Lr: 0.009373 || Task Loss: 0.2453 || KD Loss: 0.0840|| 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: 1 day, 4:26:30 || Estimated Time: 21:31:33
2023-07-14 17:31:21,936 semantic_segmentation INFO: Iters: 28470/50000 || Lr: 0.009369 || Task Loss: 0.3536 || KD Loss: 0.1180|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:27:04 || Estimated Time: 21:30:56
2023-07-14 17:31:56,555 semantic_segmentation INFO: Iters: 28480/50000 || Lr: 0.009366 || Task Loss: 0.3988 || KD Loss: 0.1401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:27:39 || Estimated Time: 21:30:19
2023-07-14 17:32:31,026 semantic_segmentation INFO: Iters: 28490/50000 || Lr: 0.009362 || Task Loss: 0.4709 || KD Loss: 0.1806|| 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: 1 day, 4:28:14 || Estimated Time: 21:29:42
2023-07-14 17:33:05,634 semantic_segmentation INFO: Iters: 28500/50000 || Lr: 0.009358 || Task Loss: 0.2220 || KD Loss: 0.1045|| 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 day, 4:28:48 || Estimated Time: 21:29:05
2023-07-14 17:33:40,035 semantic_segmentation INFO: Iters: 28510/50000 || Lr: 0.009354 || Task Loss: 0.3440 || KD Loss: 0.1128|| 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: 1 day, 4:29:23 || Estimated Time: 21:28:28
2023-07-14 17:34:14,504 semantic_segmentation INFO: Iters: 28520/50000 || Lr: 0.009350 || Task Loss: 0.2972 || KD Loss: 0.1425|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:29:57 || Estimated Time: 21:27:50
2023-07-14 17:34:48,946 semantic_segmentation INFO: Iters: 28530/50000 || Lr: 0.009346 || Task Loss: 0.3680 || KD Loss: 0.1439|| 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: 1 day, 4:30:31 || Estimated Time: 21:27:13
2023-07-14 17:35:23,293 semantic_segmentation INFO: Iters: 28540/50000 || Lr: 0.009342 || Task Loss: 0.2935 || KD Loss: 0.1098|| 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: 1 day, 4:31:06 || Estimated Time: 21:26:36
2023-07-14 17:35:57,857 semantic_segmentation INFO: Iters: 28550/50000 || Lr: 0.009338 || Task Loss: 0.2982 || KD Loss: 0.1094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:31:40 || Estimated Time: 21:25:59
2023-07-14 17:36:32,405 semantic_segmentation INFO: Iters: 28560/50000 || Lr: 0.009334 || Task Loss: 0.2811 || KD Loss: 0.0986|| 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: 1 day, 4:32:15 || Estimated Time: 21:25:22
2023-07-14 17:37:06,979 semantic_segmentation INFO: Iters: 28570/50000 || Lr: 0.009330 || Task Loss: 0.3445 || KD Loss: 0.1381|| 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: 1 day, 4:32:49 || Estimated Time: 21:24:45
2023-07-14 17:37:41,472 semantic_segmentation INFO: Iters: 28580/50000 || Lr: 0.009326 || Task Loss: 0.3965 || KD Loss: 0.1718|| 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: 1 day, 4:33:24 || Estimated Time: 21:24:08
2023-07-14 17:38:16,069 semantic_segmentation INFO: Iters: 28590/50000 || Lr: 0.009322 || Task Loss: 0.2717 || KD Loss: 0.0826|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1249|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:33:59 || Estimated Time: 21:23:31
2023-07-14 17:38:50,515 semantic_segmentation INFO: Iters: 28600/50000 || Lr: 0.009319 || Task Loss: 0.3611 || KD Loss: 0.1305|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:34:33 || Estimated Time: 21:22:54
2023-07-14 17:39:25,095 semantic_segmentation INFO: Iters: 28610/50000 || Lr: 0.009315 || Task Loss: 0.4298 || KD Loss: 0.1601|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:35:08 || Estimated Time: 21:22:17
2023-07-14 17:39:59,653 semantic_segmentation INFO: Iters: 28620/50000 || Lr: 0.009311 || Task Loss: 0.4084 || KD Loss: 0.1520|| 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 day, 4:35:42 || Estimated Time: 21:21:40
2023-07-14 17:40:34,127 semantic_segmentation INFO: Iters: 28630/50000 || Lr: 0.009307 || Task Loss: 0.2879 || KD Loss: 0.0962|| 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: 1 day, 4:36:17 || Estimated Time: 21:21:03
2023-07-14 17:41:08,682 semantic_segmentation INFO: Iters: 28640/50000 || Lr: 0.009303 || Task Loss: 0.3553 || KD Loss: 0.1448|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 21:20:26
2023-07-14 17:41:43,147 semantic_segmentation INFO: Iters: 28650/50000 || Lr: 0.009299 || Task Loss: 0.2710 || KD Loss: 0.0874|| 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: 1 day, 4:37:26 || Estimated Time: 21:19:49
2023-07-14 17:42:17,715 semantic_segmentation INFO: Iters: 28660/50000 || Lr: 0.009295 || Task Loss: 0.4074 || KD Loss: 0.1699|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:38:00 || Estimated Time: 21:19:12
2023-07-14 17:42:52,186 semantic_segmentation INFO: Iters: 28670/50000 || Lr: 0.009291 || Task Loss: 0.3227 || KD Loss: 0.1217|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:38:35 || Estimated Time: 21:18:35
2023-07-14 17:43:26,759 semantic_segmentation INFO: Iters: 28680/50000 || Lr: 0.009287 || Task Loss: 0.2378 || KD Loss: 0.0778|| 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: 1 day, 4:39:09 || Estimated Time: 21:17:58
2023-07-14 17:44:01,366 semantic_segmentation INFO: Iters: 28690/50000 || Lr: 0.009283 || Task Loss: 0.3350 || KD Loss: 0.1151|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:39:44 || Estimated Time: 21:17:21
2023-07-14 17:44:35,973 semantic_segmentation INFO: Iters: 28700/50000 || Lr: 0.009279 || Task Loss: 0.3502 || KD Loss: 0.1416|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:40:18 || Estimated Time: 21:16:44
2023-07-14 17:45:10,427 semantic_segmentation INFO: Iters: 28710/50000 || Lr: 0.009275 || Task Loss: 0.3602 || KD Loss: 0.1323|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:40:53 || Estimated Time: 21:16:07
2023-07-14 17:45:45,003 semantic_segmentation INFO: Iters: 28720/50000 || Lr: 0.009271 || Task Loss: 0.3323 || KD Loss: 0.1182|| 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: 1 day, 4:41:28 || Estimated Time: 21:15:30
2023-07-14 17:46:19,565 semantic_segmentation INFO: Iters: 28730/50000 || Lr: 0.009268 || Task Loss: 0.3578 || KD Loss: 0.1660|| 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: 1 day, 4:42:02 || Estimated Time: 21:14:53
2023-07-14 17:46:54,042 semantic_segmentation INFO: Iters: 28740/50000 || Lr: 0.009264 || Task Loss: 0.2897 || KD Loss: 0.1112|| 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: 1 day, 4:42:37 || Estimated Time: 21:14:16
2023-07-14 17:47:28,571 semantic_segmentation INFO: Iters: 28750/50000 || Lr: 0.009260 || Task Loss: 0.2485 || KD Loss: 0.1099|| 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 day, 4:43:11 || Estimated Time: 21:13:38
2023-07-14 17:48:02,968 semantic_segmentation INFO: Iters: 28760/50000 || Lr: 0.009256 || Task Loss: 0.2268 || KD Loss: 0.0971|| 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: 1 day, 4:43:45 || Estimated Time: 21:13:01
2023-07-14 17:48:37,272 semantic_segmentation INFO: Iters: 28770/50000 || Lr: 0.009252 || Task Loss: 0.3154 || KD Loss: 0.1202|| 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: 1 day, 4:44:20 || Estimated Time: 21:12:24
2023-07-14 17:49:11,639 semantic_segmentation INFO: Iters: 28780/50000 || Lr: 0.009248 || Task Loss: 0.1877 || KD Loss: 0.0744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:44:54 || Estimated Time: 21:11:47
2023-07-14 17:49:45,979 semantic_segmentation INFO: Iters: 28790/50000 || Lr: 0.009244 || Task Loss: 0.2271 || KD Loss: 0.0760|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:45:28 || Estimated Time: 21:11:10
2023-07-14 17:50:20,394 semantic_segmentation INFO: Iters: 28800/50000 || Lr: 0.009240 || Task Loss: 0.3416 || KD Loss: 0.1130|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:46:03 || Estimated Time: 21:10:33
2023-07-14 17:50:20,467 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 17:50:21,021 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.953, mIoU: 0.375
2023-07-14 17:50:21,153 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.962, mIoU: 0.450
2023-07-14 17:50:21,280 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.963, mIoU: 0.458
2023-07-14 17:50:21,403 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.963, mIoU: 0.490
2023-07-14 17:50:21,530 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.964, mIoU: 0.485
2023-07-14 17:50:21,665 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.961, mIoU: 0.484
2023-07-14 17:50:21,792 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.480
2023-07-14 17:50:21,922 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.959, mIoU: 0.508
2023-07-14 17:50:22,048 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.959, mIoU: 0.550
2023-07-14 17:50:22,174 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.954, mIoU: 0.559
2023-07-14 17:50:22,300 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.953, mIoU: 0.569
2023-07-14 17:50:22,425 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.948, mIoU: 0.579
2023-07-14 17:50:22,554 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.947, mIoU: 0.592
2023-07-14 17:50:22,687 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.946, mIoU: 0.582
2023-07-14 17:50:22,815 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.945, mIoU: 0.589
2023-07-14 17:50:22,941 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.943, mIoU: 0.580
2023-07-14 17:50:23,063 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.943, mIoU: 0.583
2023-07-14 17:50:23,187 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.942, mIoU: 0.581
2023-07-14 17:50:23,312 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.941, mIoU: 0.587
2023-07-14 17:50:23,436 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.941, mIoU: 0.595
2023-07-14 17:50:23,558 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.942, mIoU: 0.597
2023-07-14 17:50:23,680 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.935, mIoU: 0.584
2023-07-14 17:50:23,805 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.935, mIoU: 0.589
2023-07-14 17:50:23,933 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.934, mIoU: 0.598
2023-07-14 17:50:24,061 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.933, mIoU: 0.611
2023-07-14 17:50:24,189 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.933, mIoU: 0.615
2023-07-14 17:50:24,323 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.932, mIoU: 0.607
2023-07-14 17:50:24,450 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.932, mIoU: 0.604
2023-07-14 17:50:24,575 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.932, mIoU: 0.612
2023-07-14 17:50:24,699 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.932, mIoU: 0.628
2023-07-14 17:50:24,821 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.932, mIoU: 0.627
2023-07-14 17:50:24,947 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.931, mIoU: 0.625
2023-07-14 17:50:25,072 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.932, mIoU: 0.628
2023-07-14 17:50:25,191 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.932, mIoU: 0.628
2023-07-14 17:50:25,309 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.932, mIoU: 0.619
2023-07-14 17:50:25,439 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.932, mIoU: 0.615
2023-07-14 17:50:25,571 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.932, mIoU: 0.614
2023-07-14 17:50:25,701 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.932, mIoU: 0.613
2023-07-14 17:50:25,827 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.931, mIoU: 0.612
2023-07-14 17:50:25,956 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.932, mIoU: 0.612
2023-07-14 17:50:26,083 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.932, mIoU: 0.610
2023-07-14 17:50:26,209 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.933, mIoU: 0.609
2023-07-14 17:50:26,331 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.933, mIoU: 0.609
2023-07-14 17:50:26,460 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.933, mIoU: 0.607
2023-07-14 17:50:26,589 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.933, mIoU: 0.606
2023-07-14 17:50:26,718 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.934, mIoU: 0.605
2023-07-14 17:50:26,845 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-14 17:50:26,970 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.935, mIoU: 0.605
2023-07-14 17:50:27,099 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.935, mIoU: 0.609
2023-07-14 17:50:27,228 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-14 17:50:27,355 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.934, mIoU: 0.606
2023-07-14 17:50:27,478 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.934, mIoU: 0.614
2023-07-14 17:50:27,601 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.933, mIoU: 0.612
2023-07-14 17:50:27,722 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.933, mIoU: 0.614
2023-07-14 17:50:27,841 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.932, mIoU: 0.613
2023-07-14 17:50:27,958 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.932, mIoU: 0.612
2023-07-14 17:50:28,086 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.932, mIoU: 0.613
2023-07-14 17:50:28,223 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.933, mIoU: 0.621
2023-07-14 17:50:28,352 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.933, mIoU: 0.624
2023-07-14 17:50:28,479 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.932, mIoU: 0.622
2023-07-14 17:50:28,604 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.932, mIoU: 0.626
2023-07-14 17:50:28,731 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.932, mIoU: 0.627
2023-07-14 17:50:28,860 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.932, mIoU: 0.626
2023-07-14 17:50:28,986 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.932, mIoU: 0.631
2023-07-14 17:50:29,112 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.932, mIoU: 0.634
2023-07-14 17:50:29,240 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.932, mIoU: 0.634
2023-07-14 17:50:29,368 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.931, mIoU: 0.633
2023-07-14 17:50:29,493 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.931, mIoU: 0.634
2023-07-14 17:50:29,615 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.930, mIoU: 0.633
2023-07-14 17:50:29,743 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.931, mIoU: 0.633
2023-07-14 17:50:29,871 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.931, mIoU: 0.633
2023-07-14 17:50:29,999 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.931, mIoU: 0.633
2023-07-14 17:50:30,128 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.931, mIoU: 0.631
2023-07-14 17:50:30,262 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.932, mIoU: 0.631
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2023-07-14 17:50:30,514 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.931, mIoU: 0.628
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2023-07-14 17:50:31,009 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.931, mIoU: 0.629
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2023-07-14 17:50:31,506 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.929, mIoU: 0.629
2023-07-14 17:50:31,638 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.927, mIoU: 0.625
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2023-07-14 17:50:32,411 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.928, mIoU: 0.624
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2023-07-14 17:50:32,918 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.928, mIoU: 0.627
2023-07-14 17:50:33,050 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.928, mIoU: 0.627
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2023-07-14 17:50:33,682 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.925, mIoU: 0.626
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2023-07-14 17:50:34,070 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.925, mIoU: 0.624
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2023-07-14 17:50:35,078 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.925, mIoU: 0.622
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2023-07-14 17:50:36,077 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.925, mIoU: 0.621
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2023-07-14 17:51:20,450 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.938, mIoU: 0.624
2023-07-14 17:51:20,581 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.938, mIoU: 0.625
2023-07-14 17:51:20,711 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.938, mIoU: 0.625
2023-07-14 17:51:20,846 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.938, mIoU: 0.625
2023-07-14 17:51:20,974 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.938, mIoU: 0.625
2023-07-14 17:51:21,101 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.938, mIoU: 0.625
2023-07-14 17:51:21,223 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.938, mIoU: 0.625
2023-07-14 17:51:21,349 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.938, mIoU: 0.625
2023-07-14 17:51:21,478 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.938, mIoU: 0.625
2023-07-14 17:51:21,603 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.938, mIoU: 0.625
2023-07-14 17:51:21,730 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.938, mIoU: 0.625
2023-07-14 17:51:21,856 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.938, mIoU: 0.625
2023-07-14 17:51:21,989 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.938, mIoU: 0.625
2023-07-14 17:51:22,122 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.938, mIoU: 0.625
2023-07-14 17:51:22,249 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.938, mIoU: 0.625
2023-07-14 17:51:22,373 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.938, mIoU: 0.625
2023-07-14 17:51:22,497 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.938, mIoU: 0.625
2023-07-14 17:51:22,622 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.938, mIoU: 0.625
2023-07-14 17:51:22,748 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.938, mIoU: 0.625
2023-07-14 17:51:22,876 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.938, mIoU: 0.625
2023-07-14 17:51:23,005 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.938, mIoU: 0.625
2023-07-14 17:51:23,135 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.938, mIoU: 0.626
2023-07-14 17:51:23,264 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.938, mIoU: 0.626
2023-07-14 17:51:23,388 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.938, mIoU: 0.626
2023-07-14 17:51:23,513 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.938, mIoU: 0.626
2023-07-14 17:51:23,637 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.938, mIoU: 0.626
2023-07-14 17:51:23,758 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.938, mIoU: 0.626
2023-07-14 17:51:23,875 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.938, mIoU: 0.627
2023-07-14 17:51:24,003 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.938, mIoU: 0.627
2023-07-14 17:51:24,137 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.938, mIoU: 0.627
2023-07-14 17:51:24,267 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.939, mIoU: 0.627
2023-07-14 17:51:24,397 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.939, mIoU: 0.627
2023-07-14 17:51:24,530 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.939, mIoU: 0.627
2023-07-14 17:51:24,660 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.939, mIoU: 0.627
2023-07-14 17:51:24,789 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.939, mIoU: 0.627
2023-07-14 17:51:59,765 semantic_segmentation INFO: Iters: 28810/50000 || Lr: 0.009236 || Task Loss: 0.3333 || KD Loss: 0.1076|| 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: 1 day, 4:47:42 || Estimated Time: 21:10:43
2023-07-14 17:52:34,205 semantic_segmentation INFO: Iters: 28820/50000 || Lr: 0.009232 || Task Loss: 0.3269 || KD Loss: 0.1082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:48:17 || Estimated Time: 21:10:06
2023-07-14 17:53:08,792 semantic_segmentation INFO: Iters: 28830/50000 || Lr: 0.009228 || Task Loss: 0.2482 || KD Loss: 0.0963|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:48:51 || Estimated Time: 21:09:29
2023-07-14 17:53:43,347 semantic_segmentation INFO: Iters: 28840/50000 || Lr: 0.009224 || Task Loss: 0.2581 || KD Loss: 0.0924|| 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: 1 day, 4:49:26 || Estimated Time: 21:08:52
2023-07-14 17:54:17,851 semantic_segmentation INFO: Iters: 28850/50000 || Lr: 0.009221 || Task Loss: 0.1721 || KD Loss: 0.0754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:50:00 || Estimated Time: 21:08:15
2023-07-14 17:54:52,423 semantic_segmentation INFO: Iters: 28860/50000 || Lr: 0.009217 || Task Loss: 0.3137 || KD Loss: 0.1043|| 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: 1 day, 4:50:35 || Estimated Time: 21:07:38
2023-07-14 17:55:26,796 semantic_segmentation INFO: Iters: 28870/50000 || Lr: 0.009213 || Task Loss: 0.3797 || KD Loss: 0.1490|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:51:09 || Estimated Time: 21:07:01
2023-07-14 17:56:01,411 semantic_segmentation INFO: Iters: 28880/50000 || Lr: 0.009209 || Task Loss: 0.3637 || KD Loss: 0.1776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:51:44 || Estimated Time: 21:06:24
2023-07-14 17:56:35,836 semantic_segmentation INFO: Iters: 28890/50000 || Lr: 0.009205 || Task Loss: 0.3137 || KD Loss: 0.1403|| 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: 1 day, 4:52:18 || Estimated Time: 21:05:47
2023-07-14 17:57:10,235 semantic_segmentation INFO: Iters: 28900/50000 || Lr: 0.009201 || Task Loss: 0.3358 || KD Loss: 0.1464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:52:53 || Estimated Time: 21:05:10
2023-07-14 17:57:44,643 semantic_segmentation INFO: Iters: 28910/50000 || Lr: 0.009197 || Task Loss: 0.3785 || KD Loss: 0.2682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:53:27 || Estimated Time: 21:04:33
2023-07-14 17:58:19,064 semantic_segmentation INFO: Iters: 28920/50000 || Lr: 0.009193 || Task Loss: 0.2187 || KD Loss: 0.0820|| 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: 1 day, 4:54:02 || Estimated Time: 21:03:56
2023-07-14 17:58:53,618 semantic_segmentation INFO: Iters: 28930/50000 || Lr: 0.009189 || Task Loss: 0.2556 || KD Loss: 0.0921|| 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: 1 day, 4:54:36 || Estimated Time: 21:03:19
2023-07-14 17:59:28,126 semantic_segmentation INFO: Iters: 28940/50000 || Lr: 0.009185 || Task Loss: 0.3533 || KD Loss: 0.1487|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:55:11 || Estimated Time: 21:02:42
2023-07-14 18:00:02,743 semantic_segmentation INFO: Iters: 28950/50000 || Lr: 0.009181 || Task Loss: 0.3413 || KD Loss: 0.1271|| 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: 1 day, 4:55:45 || Estimated Time: 21:02:05
2023-07-14 18:00:37,311 semantic_segmentation INFO: Iters: 28960/50000 || Lr: 0.009177 || Task Loss: 0.3011 || KD Loss: 0.1068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 21:01:28
2023-07-14 18:01:11,752 semantic_segmentation INFO: Iters: 28970/50000 || Lr: 0.009173 || Task Loss: 0.2754 || KD Loss: 0.1109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:56:54 || Estimated Time: 21:00:51
2023-07-14 18:01:46,323 semantic_segmentation INFO: Iters: 28980/50000 || Lr: 0.009169 || Task Loss: 0.3179 || KD Loss: 0.1287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:57:29 || Estimated Time: 21:00:14
2023-07-14 18:02:20,874 semantic_segmentation INFO: Iters: 28990/50000 || Lr: 0.009166 || Task Loss: 0.2823 || KD Loss: 0.1094|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:58:03 || Estimated Time: 20:59:37
2023-07-14 18:02:55,299 semantic_segmentation INFO: Iters: 29000/50000 || Lr: 0.009162 || Task Loss: 0.3693 || KD Loss: 0.1197|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 4:58:38 || Estimated Time: 20:58:59
2023-07-14 18:03:29,737 semantic_segmentation INFO: Iters: 29010/50000 || Lr: 0.009158 || Task Loss: 0.2393 || KD Loss: 0.0958|| 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: 1 day, 4:59:12 || Estimated Time: 20:58:22
2023-07-14 18:04:04,169 semantic_segmentation INFO: Iters: 29020/50000 || Lr: 0.009154 || Task Loss: 0.4329 || KD Loss: 0.1855|| 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: 1 day, 4:59:47 || Estimated Time: 20:57:45
2023-07-14 18:04:38,727 semantic_segmentation INFO: Iters: 29030/50000 || Lr: 0.009150 || Task Loss: 0.2967 || KD Loss: 0.1032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:00:21 || Estimated Time: 20:57:08
2023-07-14 18:05:13,199 semantic_segmentation INFO: Iters: 29040/50000 || Lr: 0.009146 || Task Loss: 0.2565 || KD Loss: 0.0857|| 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: 1 day, 5:00:56 || Estimated Time: 20:56:31
2023-07-14 18:05:47,773 semantic_segmentation INFO: Iters: 29050/50000 || Lr: 0.009142 || Task Loss: 0.3270 || KD Loss: 0.1081|| 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: 1 day, 5:01:30 || Estimated Time: 20:55:54
2023-07-14 18:06:22,360 semantic_segmentation INFO: Iters: 29060/50000 || Lr: 0.009138 || Task Loss: 0.4051 || KD Loss: 0.1487|| 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 day, 5:02:05 || Estimated Time: 20:55:17
2023-07-14 18:06:56,925 semantic_segmentation INFO: Iters: 29070/50000 || Lr: 0.009134 || Task Loss: 0.3035 || KD Loss: 0.1032|| 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: 1 day, 5:02:39 || Estimated Time: 20:54:40
2023-07-14 18:07:31,443 semantic_segmentation INFO: Iters: 29080/50000 || Lr: 0.009130 || Task Loss: 0.3253 || KD Loss: 0.1019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:03:14 || Estimated Time: 20:54:03
2023-07-14 18:08:05,984 semantic_segmentation INFO: Iters: 29090/50000 || Lr: 0.009126 || Task Loss: 0.2536 || KD Loss: 0.0973|| 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, 5:03:48 || Estimated Time: 20:53:26
2023-07-14 18:08:40,439 semantic_segmentation INFO: Iters: 29100/50000 || Lr: 0.009122 || Task Loss: 0.2790 || KD Loss: 0.0986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:04:23 || Estimated Time: 20:52:49
2023-07-14 18:09:14,968 semantic_segmentation INFO: Iters: 29110/50000 || Lr: 0.009118 || Task Loss: 0.4153 || KD Loss: 0.1470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:04:57 || Estimated Time: 20:52:12
2023-07-14 18:09:49,352 semantic_segmentation INFO: Iters: 29120/50000 || Lr: 0.009115 || Task Loss: 0.2590 || KD Loss: 0.1271|| 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 day, 5:05:32 || Estimated Time: 20:51:35
2023-07-14 18:10:23,672 semantic_segmentation INFO: Iters: 29130/50000 || Lr: 0.009111 || Task Loss: 0.3059 || KD Loss: 0.1198|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 20:50:58
2023-07-14 18:10:58,081 semantic_segmentation INFO: Iters: 29140/50000 || Lr: 0.009107 || Task Loss: 0.4254 || KD Loss: 0.1563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:06:41 || Estimated Time: 20:50:21
2023-07-14 18:11:32,658 semantic_segmentation INFO: Iters: 29150/50000 || Lr: 0.009103 || Task Loss: 0.3586 || KD Loss: 0.1257|| 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: 1 day, 5:07:15 || Estimated Time: 20:49:44
2023-07-14 18:12:07,115 semantic_segmentation INFO: Iters: 29160/50000 || Lr: 0.009099 || Task Loss: 0.4481 || KD Loss: 0.1378|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:07:50 || Estimated Time: 20:49:07
2023-07-14 18:12:41,678 semantic_segmentation INFO: Iters: 29170/50000 || Lr: 0.009095 || Task Loss: 0.2742 || KD Loss: 0.0998|| 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: 1 day, 5:08:24 || Estimated Time: 20:48:30
2023-07-14 18:13:16,279 semantic_segmentation INFO: Iters: 29180/50000 || Lr: 0.009091 || Task Loss: 0.2827 || KD Loss: 0.0944|| 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: 1 day, 5:08:59 || Estimated Time: 20:47:53
2023-07-14 18:13:50,902 semantic_segmentation INFO: Iters: 29190/50000 || Lr: 0.009087 || Task Loss: 0.3635 || KD Loss: 0.1512|| 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: 1 day, 5:09:33 || Estimated Time: 20:47:16
2023-07-14 18:14:25,499 semantic_segmentation INFO: Iters: 29200/50000 || Lr: 0.009083 || Task Loss: 0.4411 || KD Loss: 0.1557|| 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: 1 day, 5:10:08 || Estimated Time: 20:46:39
2023-07-14 18:15:00,134 semantic_segmentation INFO: Iters: 29210/50000 || Lr: 0.009079 || Task Loss: 0.2982 || KD Loss: 0.1173|| 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: 1 day, 5:10:43 || Estimated Time: 20:46:02
2023-07-14 18:15:34,820 semantic_segmentation INFO: Iters: 29220/50000 || Lr: 0.009075 || Task Loss: 0.2540 || KD Loss: 0.1027|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:11:17 || Estimated Time: 20:45:25
2023-07-14 18:16:09,610 semantic_segmentation INFO: Iters: 29230/50000 || Lr: 0.009071 || Task Loss: 0.3781 || KD Loss: 0.1383|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 20:44:49
2023-07-14 18:16:44,426 semantic_segmentation INFO: Iters: 29240/50000 || Lr: 0.009067 || Task Loss: 0.5238 || KD Loss: 0.2213|| 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: 1 day, 5:12:27 || Estimated Time: 20:44:12
2023-07-14 18:17:19,260 semantic_segmentation INFO: Iters: 29250/50000 || Lr: 0.009063 || Task Loss: 0.3022 || KD Loss: 0.1059|| 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: 1 day, 5:13:02 || Estimated Time: 20:43:35
2023-07-14 18:17:54,215 semantic_segmentation INFO: Iters: 29260/50000 || Lr: 0.009059 || Task Loss: 0.3130 || KD Loss: 0.1167|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:13:37 || Estimated Time: 20:42:58
2023-07-14 18:18:29,088 semantic_segmentation INFO: Iters: 29270/50000 || Lr: 0.009056 || Task Loss: 0.3284 || KD Loss: 0.0843|| 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 day, 5:14:12 || Estimated Time: 20:42:22
2023-07-14 18:19:03,892 semantic_segmentation INFO: Iters: 29280/50000 || Lr: 0.009052 || Task Loss: 0.3079 || KD Loss: 0.0951|| 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: 1 day, 5:14:46 || Estimated Time: 20:41:45
2023-07-14 18:19:38,704 semantic_segmentation INFO: Iters: 29290/50000 || Lr: 0.009048 || Task Loss: 0.5627 || KD Loss: 0.1893|| 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: 1 day, 5:15:21 || Estimated Time: 20:41:08
2023-07-14 18:20:13,652 semantic_segmentation INFO: Iters: 29300/50000 || Lr: 0.009044 || Task Loss: 0.3009 || KD Loss: 0.1377|| 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 day, 5:15:56 || Estimated Time: 20:40:31
2023-07-14 18:20:48,567 semantic_segmentation INFO: Iters: 29310/50000 || Lr: 0.009040 || Task Loss: 0.2588 || KD Loss: 0.1122|| 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 day, 5:16:31 || Estimated Time: 20:39:55
2023-07-14 18:21:23,577 semantic_segmentation INFO: Iters: 29320/50000 || Lr: 0.009036 || Task Loss: 0.3159 || KD Loss: 0.1109|| 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: 1 day, 5:17:06 || Estimated Time: 20:39:18
2023-07-14 18:21:58,397 semantic_segmentation INFO: Iters: 29330/50000 || Lr: 0.009032 || Task Loss: 0.3418 || KD Loss: 0.1293|| 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: 1 day, 5:17:41 || Estimated Time: 20:38:41
2023-07-14 18:22:33,629 semantic_segmentation INFO: Iters: 29340/50000 || Lr: 0.009028 || Task Loss: 0.1974 || KD Loss: 0.0872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:18:16 || Estimated Time: 20:38:05
2023-07-14 18:23:08,633 semantic_segmentation INFO: Iters: 29350/50000 || Lr: 0.009024 || Task Loss: 0.5319 || KD Loss: 0.2155|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:18:51 || Estimated Time: 20:37:28
2023-07-14 18:23:43,698 semantic_segmentation INFO: Iters: 29360/50000 || Lr: 0.009020 || Task Loss: 0.3324 || KD Loss: 0.1303|| 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: 1 day, 5:19:26 || Estimated Time: 20:36:52
2023-07-14 18:24:18,698 semantic_segmentation INFO: Iters: 29370/50000 || Lr: 0.009016 || Task Loss: 0.2194 || KD Loss: 0.0847|| 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: 1 day, 5:20:01 || Estimated Time: 20:36:15
2023-07-14 18:24:53,889 semantic_segmentation INFO: Iters: 29380/50000 || Lr: 0.009012 || Task Loss: 0.3252 || KD Loss: 0.1111|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:20:36 || Estimated Time: 20:35:39
2023-07-14 18:25:29,139 semantic_segmentation INFO: Iters: 29390/50000 || Lr: 0.009008 || Task Loss: 0.3342 || KD Loss: 0.1245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:21:12 || Estimated Time: 20:35:02
2023-07-14 18:26:04,374 semantic_segmentation INFO: Iters: 29400/50000 || Lr: 0.009004 || Task Loss: 0.2726 || KD Loss: 0.1203|| 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 day, 5:21:47 || Estimated Time: 20:34:26
2023-07-14 18:26:39,612 semantic_segmentation INFO: Iters: 29410/50000 || Lr: 0.009001 || Task Loss: 0.2887 || KD Loss: 0.1141|| 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: 1 day, 5:22:22 || Estimated Time: 20:33:49
2023-07-14 18:27:15,126 semantic_segmentation INFO: Iters: 29420/50000 || Lr: 0.008997 || Task Loss: 0.3015 || KD Loss: 0.1154|| 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 day, 5:22:58 || Estimated Time: 20:33:13
2023-07-14 18:27:50,446 semantic_segmentation INFO: Iters: 29430/50000 || Lr: 0.008993 || Task Loss: 0.2981 || KD Loss: 0.0977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:23:33 || Estimated Time: 20:32:37
2023-07-14 18:28:25,923 semantic_segmentation INFO: Iters: 29440/50000 || Lr: 0.008989 || Task Loss: 0.3920 || KD Loss: 0.1109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:24:08 || Estimated Time: 20:32:00
2023-07-14 18:29:01,425 semantic_segmentation INFO: Iters: 29450/50000 || Lr: 0.008985 || Task Loss: 0.2777 || KD Loss: 0.0821|| 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 day, 5:24:44 || Estimated Time: 20:31:24
2023-07-14 18:29:36,500 semantic_segmentation INFO: Iters: 29460/50000 || Lr: 0.008981 || Task Loss: 0.2912 || KD Loss: 0.1133|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:25:19 || Estimated Time: 20:30:47
2023-07-14 18:30:12,248 semantic_segmentation INFO: Iters: 29470/50000 || Lr: 0.008977 || Task Loss: 0.2895 || KD Loss: 0.1078|| 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: 1 day, 5:25:55 || Estimated Time: 20:30:11
2023-07-14 18:30:47,190 semantic_segmentation INFO: Iters: 29480/50000 || Lr: 0.008973 || Task Loss: 0.3565 || KD Loss: 0.1454|| 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: 1 day, 5:26:30 || Estimated Time: 20:29:35
2023-07-14 18:31:22,675 semantic_segmentation INFO: Iters: 29490/50000 || Lr: 0.008969 || Task Loss: 0.2812 || KD Loss: 0.1019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:27:05 || Estimated Time: 20:28:58
2023-07-14 18:31:58,147 semantic_segmentation INFO: Iters: 29500/50000 || Lr: 0.008965 || Task Loss: 0.3911 || KD Loss: 0.1498|| 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: 1 day, 5:27:41 || Estimated Time: 20:28:22
2023-07-14 18:32:33,278 semantic_segmentation INFO: Iters: 29510/50000 || Lr: 0.008961 || Task Loss: 0.2770 || KD Loss: 0.0858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:28:16 || Estimated Time: 20:27:46
2023-07-14 18:33:08,745 semantic_segmentation INFO: Iters: 29520/50000 || Lr: 0.008957 || Task Loss: 0.2188 || KD Loss: 0.0675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:28:51 || Estimated Time: 20:27:09
2023-07-14 18:33:44,157 semantic_segmentation INFO: Iters: 29530/50000 || Lr: 0.008953 || Task Loss: 0.2959 || KD Loss: 0.1369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:29:27 || Estimated Time: 20:26:33
2023-07-14 18:34:19,338 semantic_segmentation INFO: Iters: 29540/50000 || Lr: 0.008949 || Task Loss: 0.3498 || KD Loss: 0.1349|| 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: 1 day, 5:30:02 || Estimated Time: 20:25:57
2023-07-14 18:34:54,807 semantic_segmentation INFO: Iters: 29550/50000 || Lr: 0.008945 || Task Loss: 0.3132 || KD Loss: 0.1077|| 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: 1 day, 5:30:37 || Estimated Time: 20:25:20
2023-07-14 18:35:30,163 semantic_segmentation INFO: Iters: 29560/50000 || Lr: 0.008941 || Task Loss: 0.5052 || KD Loss: 0.2631|| 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: 1 day, 5:31:13 || Estimated Time: 20:24:44
2023-07-14 18:36:05,562 semantic_segmentation INFO: Iters: 29570/50000 || Lr: 0.008938 || Task Loss: 0.4014 || KD Loss: 0.1934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:31:48 || Estimated Time: 20:24:08
2023-07-14 18:36:41,223 semantic_segmentation INFO: Iters: 29580/50000 || Lr: 0.008934 || Task Loss: 0.3156 || KD Loss: 0.1206|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:32:24 || Estimated Time: 20:23:31
2023-07-14 18:37:16,488 semantic_segmentation INFO: Iters: 29590/50000 || Lr: 0.008930 || Task Loss: 0.2808 || KD Loss: 0.1080|| 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: 1 day, 5:32:59 || Estimated Time: 20:22:55
2023-07-14 18:37:52,186 semantic_segmentation INFO: Iters: 29600/50000 || Lr: 0.008926 || Task Loss: 0.6859 || KD Loss: 0.3632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:33:35 || Estimated Time: 20:22:19
2023-07-14 18:37:52,258 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 18:37:52,830 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.959, mIoU: 0.382
2023-07-14 18:37:52,964 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.966, mIoU: 0.452
2023-07-14 18:37:53,094 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.965, mIoU: 0.465
2023-07-14 18:37:53,221 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.964, mIoU: 0.492
2023-07-14 18:37:53,350 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.966, mIoU: 0.485
2023-07-14 18:37:53,484 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.966, mIoU: 0.487
2023-07-14 18:37:53,617 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.512
2023-07-14 18:37:53,749 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.553
2023-07-14 18:37:53,876 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.588
2023-07-14 18:37:54,008 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.958, mIoU: 0.620
2023-07-14 18:37:54,143 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.955, mIoU: 0.629
2023-07-14 18:37:54,273 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.951, mIoU: 0.651
2023-07-14 18:37:54,401 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.950, mIoU: 0.655
2023-07-14 18:37:54,529 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.949, mIoU: 0.645
2023-07-14 18:37:54,656 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.948, mIoU: 0.647
2023-07-14 18:37:54,785 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.946, mIoU: 0.639
2023-07-14 18:37:54,918 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.945, mIoU: 0.640
2023-07-14 18:37:55,048 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.945, mIoU: 0.639
2023-07-14 18:37:55,179 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.943, mIoU: 0.641
2023-07-14 18:37:55,306 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.943, mIoU: 0.648
2023-07-14 18:37:55,436 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.943, mIoU: 0.649
2023-07-14 18:37:55,567 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.936, mIoU: 0.634
2023-07-14 18:37:55,696 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.936, mIoU: 0.634
2023-07-14 18:37:55,826 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.936, mIoU: 0.643
2023-07-14 18:37:55,958 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.934, mIoU: 0.654
2023-07-14 18:37:56,087 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.934, mIoU: 0.655
2023-07-14 18:37:56,217 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.933, mIoU: 0.642
2023-07-14 18:37:56,344 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.932, mIoU: 0.639
2023-07-14 18:37:56,476 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.932, mIoU: 0.646
2023-07-14 18:37:56,609 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.932, mIoU: 0.655
2023-07-14 18:37:56,735 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.932, mIoU: 0.653
2023-07-14 18:37:56,865 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.931, mIoU: 0.651
2023-07-14 18:37:57,001 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.932, mIoU: 0.652
2023-07-14 18:37:57,131 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.933, mIoU: 0.651
2023-07-14 18:37:57,264 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.933, mIoU: 0.653
2023-07-14 18:37:57,399 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.932, mIoU: 0.650
2023-07-14 18:37:57,529 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.932, mIoU: 0.647
2023-07-14 18:37:57,659 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.931, mIoU: 0.645
2023-07-14 18:37:57,790 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.931, mIoU: 0.638
2023-07-14 18:37:57,921 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.931, mIoU: 0.638
2023-07-14 18:37:58,052 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.932, mIoU: 0.634
2023-07-14 18:37:58,180 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.932, mIoU: 0.633
2023-07-14 18:37:58,313 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.933, mIoU: 0.634
2023-07-14 18:37:58,447 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.933, mIoU: 0.635
2023-07-14 18:37:58,576 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.933, mIoU: 0.633
2023-07-14 18:37:58,704 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.934, mIoU: 0.632
2023-07-14 18:37:58,833 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.934, mIoU: 0.632
2023-07-14 18:37:58,960 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.935, mIoU: 0.631
2023-07-14 18:37:59,086 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.935, mIoU: 0.636
2023-07-14 18:37:59,210 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.935, mIoU: 0.638
2023-07-14 18:37:59,341 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.935, mIoU: 0.638
2023-07-14 18:37:59,473 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.934, mIoU: 0.636
2023-07-14 18:37:59,601 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.933, mIoU: 0.636
2023-07-14 18:37:59,730 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.933, mIoU: 0.637
2023-07-14 18:37:59,860 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.931, mIoU: 0.635
2023-07-14 18:37:59,988 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.931, mIoU: 0.637
2023-07-14 18:38:00,116 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.932, mIoU: 0.637
2023-07-14 18:38:00,251 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.932, mIoU: 0.644
2023-07-14 18:38:00,381 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.932, mIoU: 0.647
2023-07-14 18:38:00,511 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.932, mIoU: 0.645
2023-07-14 18:38:00,639 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.932, mIoU: 0.649
2023-07-14 18:38:00,772 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.932, mIoU: 0.651
2023-07-14 18:38:00,903 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.931, mIoU: 0.650
2023-07-14 18:38:01,030 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.931, mIoU: 0.653
2023-07-14 18:38:01,159 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.932, mIoU: 0.655
2023-07-14 18:38:01,291 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.931, mIoU: 0.655
2023-07-14 18:38:01,420 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.930, mIoU: 0.655
2023-07-14 18:38:01,550 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.930, mIoU: 0.655
2023-07-14 18:38:01,682 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.930, mIoU: 0.654
2023-07-14 18:38:01,812 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.930, mIoU: 0.654
2023-07-14 18:38:01,943 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.931, mIoU: 0.654
2023-07-14 18:38:02,072 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.931, mIoU: 0.651
2023-07-14 18:38:02,204 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.931, mIoU: 0.648
2023-07-14 18:38:02,338 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.931, mIoU: 0.648
2023-07-14 18:38:02,465 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.931, mIoU: 0.647
2023-07-14 18:38:02,595 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.931, mIoU: 0.647
2023-07-14 18:38:02,724 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.931, mIoU: 0.647
2023-07-14 18:38:02,853 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.931, mIoU: 0.647
2023-07-14 18:38:02,982 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.931, mIoU: 0.647
2023-07-14 18:38:03,109 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.931, mIoU: 0.648
2023-07-14 18:38:03,242 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.930, mIoU: 0.650
2023-07-14 18:38:03,374 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-14 18:38:03,501 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.930, mIoU: 0.649
2023-07-14 18:38:03,633 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.929, mIoU: 0.647
2023-07-14 18:38:03,767 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.926, mIoU: 0.644
2023-07-14 18:38:03,896 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.926, mIoU: 0.644
2023-07-14 18:38:04,025 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.926, mIoU: 0.644
2023-07-14 18:38:04,153 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.927, mIoU: 0.644
2023-07-14 18:38:04,280 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.927, mIoU: 0.644
2023-07-14 18:38:04,414 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.927, mIoU: 0.644
2023-07-14 18:38:04,552 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.927, mIoU: 0.644
2023-07-14 18:38:04,690 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.927, mIoU: 0.649
2023-07-14 18:38:04,827 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.927, mIoU: 0.649
2023-07-14 18:38:04,966 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.927, mIoU: 0.649
2023-07-14 18:38:05,104 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.928, mIoU: 0.649
2023-07-14 18:38:05,241 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.928, mIoU: 0.649
2023-07-14 18:38:05,377 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.928, mIoU: 0.648
2023-07-14 18:38:05,513 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.928, mIoU: 0.648
2023-07-14 18:38:05,651 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.927, mIoU: 0.648
2023-07-14 18:38:05,788 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.927, mIoU: 0.649
2023-07-14 18:38:05,925 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.925, mIoU: 0.648
2023-07-14 18:38:06,060 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.925, mIoU: 0.646
2023-07-14 18:38:06,198 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.925, mIoU: 0.646
2023-07-14 18:38:06,335 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.925, mIoU: 0.646
2023-07-14 18:38:06,469 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.925, mIoU: 0.646
2023-07-14 18:38:06,604 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.925, mIoU: 0.646
2023-07-14 18:38:06,740 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.926, mIoU: 0.646
2023-07-14 18:38:06,874 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.926, mIoU: 0.647
2023-07-14 18:38:07,012 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.926, mIoU: 0.647
2023-07-14 18:38:07,147 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.926, mIoU: 0.646
2023-07-14 18:38:07,281 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.926, mIoU: 0.646
2023-07-14 18:38:07,418 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.926, mIoU: 0.646
2023-07-14 18:38:07,554 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.926, mIoU: 0.646
2023-07-14 18:38:07,690 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.926, mIoU: 0.645
2023-07-14 18:38:07,822 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.926, mIoU: 0.645
2023-07-14 18:38:07,958 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.926, mIoU: 0.645
2023-07-14 18:38:08,094 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.926, mIoU: 0.646
2023-07-14 18:38:08,228 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.926, mIoU: 0.645
2023-07-14 18:38:08,363 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.926, mIoU: 0.646
2023-07-14 18:38:08,499 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.926, mIoU: 0.646
2023-07-14 18:38:08,632 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.926, mIoU: 0.645
2023-07-14 18:38:08,766 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.926, mIoU: 0.645
2023-07-14 18:38:08,900 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.926, mIoU: 0.645
2023-07-14 18:38:09,030 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.926, mIoU: 0.648
2023-07-14 18:38:09,161 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.926, mIoU: 0.648
2023-07-14 18:38:09,292 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.926, mIoU: 0.651
2023-07-14 18:38:09,421 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.926, mIoU: 0.652
2023-07-14 18:38:09,552 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.926, mIoU: 0.653
2023-07-14 18:38:09,683 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.926, mIoU: 0.651
2023-07-14 18:38:09,813 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.927, mIoU: 0.652
2023-07-14 18:38:09,945 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.927, mIoU: 0.652
2023-07-14 18:38:10,080 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.927, mIoU: 0.652
2023-07-14 18:38:10,211 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.927, mIoU: 0.651
2023-07-14 18:38:10,343 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.928, mIoU: 0.651
2023-07-14 18:38:10,471 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.928, mIoU: 0.649
2023-07-14 18:38:10,603 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.928, mIoU: 0.649
2023-07-14 18:38:10,737 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.928, mIoU: 0.649
2023-07-14 18:38:10,866 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.927, mIoU: 0.644
2023-07-14 18:38:10,995 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.927, mIoU: 0.643
2023-07-14 18:38:11,126 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.927, mIoU: 0.642
2023-07-14 18:38:11,254 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.927, mIoU: 0.642
2023-07-14 18:38:11,386 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.927, mIoU: 0.642
2023-07-14 18:38:11,522 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.927, mIoU: 0.641
2023-07-14 18:38:11,652 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.927, mIoU: 0.641
2023-07-14 18:38:11,784 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.927, mIoU: 0.640
2023-07-14 18:38:11,919 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.927, mIoU: 0.642
2023-07-14 18:38:12,052 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.927, mIoU: 0.642
2023-07-14 18:38:12,183 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.927, mIoU: 0.642
2023-07-14 18:38:12,310 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.927, mIoU: 0.641
2023-07-14 18:38:12,441 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.927, mIoU: 0.641
2023-07-14 18:38:12,573 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.927, mIoU: 0.642
2023-07-14 18:38:12,703 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.927, mIoU: 0.643
2023-07-14 18:38:12,832 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.927, mIoU: 0.641
2023-07-14 18:38:12,962 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.927, mIoU: 0.642
2023-07-14 18:38:13,092 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.927, mIoU: 0.642
2023-07-14 18:38:13,222 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.927, mIoU: 0.642
2023-07-14 18:38:13,353 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.927, mIoU: 0.642
2023-07-14 18:38:13,485 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.927, mIoU: 0.642
2023-07-14 18:38:13,616 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.927, mIoU: 0.642
2023-07-14 18:38:13,744 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.927, mIoU: 0.642
2023-07-14 18:38:13,880 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.927, mIoU: 0.641
2023-07-14 18:38:14,013 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.927, mIoU: 0.638
2023-07-14 18:38:14,141 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.927, mIoU: 0.637
2023-07-14 18:38:14,270 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.927, mIoU: 0.637
2023-07-14 18:38:14,400 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.927, mIoU: 0.637
2023-07-14 18:38:14,529 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.927, mIoU: 0.637
2023-07-14 18:38:14,659 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.927, mIoU: 0.637
2023-07-14 18:38:14,790 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.927, mIoU: 0.637
2023-07-14 18:38:14,922 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.928, mIoU: 0.638
2023-07-14 18:38:15,054 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.928, mIoU: 0.638
2023-07-14 18:38:15,181 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.928, mIoU: 0.638
2023-07-14 18:38:15,314 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.928, mIoU: 0.638
2023-07-14 18:38:15,448 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.928, mIoU: 0.638
2023-07-14 18:38:15,575 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.929, mIoU: 0.638
2023-07-14 18:38:15,703 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.928, mIoU: 0.638
2023-07-14 18:38:15,832 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.928, mIoU: 0.637
2023-07-14 18:38:15,960 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.928, mIoU: 0.637
2023-07-14 18:38:16,089 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.928, mIoU: 0.637
2023-07-14 18:38:16,224 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.928, mIoU: 0.637
2023-07-14 18:38:16,357 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.928, mIoU: 0.636
2023-07-14 18:38:16,488 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.928, mIoU: 0.636
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2023-07-14 18:38:22,963 semantic_segmentation INFO: Sample: 231, Validation pixAcc: 0.930, mIoU: 0.629
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2023-07-14 18:38:36,622 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.929, mIoU: 0.620
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2023-07-14 18:38:41,969 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.932, mIoU: 0.623
2023-07-14 18:38:42,098 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.932, mIoU: 0.623
2023-07-14 18:38:42,229 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.932, mIoU: 0.624
2023-07-14 18:38:42,360 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.932, mIoU: 0.624
2023-07-14 18:38:42,492 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.932, mIoU: 0.624
2023-07-14 18:38:42,620 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.932, mIoU: 0.624
2023-07-14 18:38:42,753 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.933, mIoU: 0.625
2023-07-14 18:38:42,886 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.933, mIoU: 0.625
2023-07-14 18:38:43,017 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.933, mIoU: 0.625
2023-07-14 18:38:43,146 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.933, mIoU: 0.625
2023-07-14 18:38:43,277 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.933, mIoU: 0.625
2023-07-14 18:38:43,408 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.933, mIoU: 0.625
2023-07-14 18:38:43,538 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.933, mIoU: 0.625
2023-07-14 18:38:43,671 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.933, mIoU: 0.625
2023-07-14 18:38:43,803 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.933, mIoU: 0.626
2023-07-14 18:38:43,935 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.933, mIoU: 0.626
2023-07-14 18:38:44,065 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.933, mIoU: 0.626
2023-07-14 18:38:44,198 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.933, mIoU: 0.626
2023-07-14 18:38:44,332 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.933, mIoU: 0.626
2023-07-14 18:38:44,466 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.933, mIoU: 0.626
2023-07-14 18:38:44,599 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.933, mIoU: 0.626
2023-07-14 18:38:44,734 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.934, mIoU: 0.626
2023-07-14 18:38:44,865 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.934, mIoU: 0.626
2023-07-14 18:38:44,993 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.934, mIoU: 0.626
2023-07-14 18:38:45,123 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.934, mIoU: 0.626
2023-07-14 18:38:45,251 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.934, mIoU: 0.626
2023-07-14 18:38:45,382 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.934, mIoU: 0.626
2023-07-14 18:38:45,514 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.934, mIoU: 0.626
2023-07-14 18:38:45,647 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.934, mIoU: 0.626
2023-07-14 18:38:45,779 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.934, mIoU: 0.626
2023-07-14 18:38:45,908 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.934, mIoU: 0.626
2023-07-14 18:38:46,042 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.934, mIoU: 0.626
2023-07-14 18:38:46,175 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.934, mIoU: 0.627
2023-07-14 18:38:46,304 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.934, mIoU: 0.627
2023-07-14 18:38:46,437 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.934, mIoU: 0.627
2023-07-14 18:38:46,572 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.934, mIoU: 0.628
2023-07-14 18:38:46,702 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.934, mIoU: 0.628
2023-07-14 18:38:46,832 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-14 18:38:46,965 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.935, mIoU: 0.627
2023-07-14 18:38:47,094 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-14 18:38:47,224 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.935, mIoU: 0.627
2023-07-14 18:38:47,356 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-14 18:38:47,486 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.935, mIoU: 0.627
2023-07-14 18:38:47,617 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-14 18:38:47,746 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-14 18:38:47,879 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-14 18:38:48,013 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-14 18:38:48,140 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-14 18:38:48,269 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-14 18:38:48,401 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-14 18:38:48,530 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-14 18:38:48,660 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 18:38:48,790 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 18:38:48,922 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 18:38:49,054 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 18:38:49,182 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 18:38:49,314 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 18:38:49,453 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 18:38:49,581 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 18:38:49,710 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 18:38:49,842 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.936, mIoU: 0.629
2023-07-14 18:38:49,971 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.936, mIoU: 0.629
2023-07-14 18:38:50,104 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.936, mIoU: 0.629
2023-07-14 18:38:50,237 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.936, mIoU: 0.629
2023-07-14 18:38:50,367 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.936, mIoU: 0.629
2023-07-14 18:38:50,495 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.936, mIoU: 0.629
2023-07-14 18:38:50,622 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.936, mIoU: 0.629
2023-07-14 18:38:50,753 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.936, mIoU: 0.629
2023-07-14 18:38:50,885 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.937, mIoU: 0.629
2023-07-14 18:38:51,012 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.937, mIoU: 0.629
2023-07-14 18:38:51,144 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.937, mIoU: 0.629
2023-07-14 18:38:51,277 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.937, mIoU: 0.629
2023-07-14 18:38:51,407 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.937, mIoU: 0.629
2023-07-14 18:38:51,537 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.937, mIoU: 0.629
2023-07-14 18:38:51,668 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.937, mIoU: 0.630
2023-07-14 18:38:51,798 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.937, mIoU: 0.629
2023-07-14 18:38:51,929 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.937, mIoU: 0.629
2023-07-14 18:38:52,062 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.937, mIoU: 0.630
2023-07-14 18:38:52,193 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-14 18:38:52,322 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-14 18:38:52,445 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-14 18:38:52,578 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-14 18:38:52,714 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-14 18:38:52,842 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-14 18:38:52,971 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-14 18:38:53,101 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-14 18:38:53,231 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-14 18:38:53,360 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-14 18:38:53,490 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-14 18:38:53,621 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.937, mIoU: 0.632
2023-07-14 18:38:53,753 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.937, mIoU: 0.632
2023-07-14 18:38:53,881 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-14 18:38:54,013 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-14 18:38:54,147 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-14 18:38:54,278 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-14 18:38:54,406 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-14 18:38:54,537 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-14 18:38:54,665 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.938, mIoU: 0.631
2023-07-14 18:38:54,790 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.938, mIoU: 0.631
2023-07-14 18:38:54,918 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.938, mIoU: 0.631
2023-07-14 18:38:55,051 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.938, mIoU: 0.631
2023-07-14 18:38:55,184 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.938, mIoU: 0.631
2023-07-14 18:38:55,312 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.938, mIoU: 0.631
2023-07-14 18:38:55,442 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.938, mIoU: 0.631
2023-07-14 18:38:55,576 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.938, mIoU: 0.631
2023-07-14 18:38:55,706 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.938, mIoU: 0.631
2023-07-14 18:38:55,840 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.938, mIoU: 0.631
2023-07-14 18:38:55,976 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.938, mIoU: 0.631
2023-07-14 18:38:56,107 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.938, mIoU: 0.631
2023-07-14 18:38:56,237 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.938, mIoU: 0.631
2023-07-14 18:38:56,370 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.938, mIoU: 0.632
2023-07-14 18:38:56,502 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.938, mIoU: 0.632
2023-07-14 18:38:56,632 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.938, mIoU: 0.632
2023-07-14 18:38:56,760 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.938, mIoU: 0.632
2023-07-14 18:38:56,893 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.938, mIoU: 0.632
2023-07-14 18:38:57,026 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.938, mIoU: 0.632
2023-07-14 18:38:57,154 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.938, mIoU: 0.632
2023-07-14 18:38:57,282 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.938, mIoU: 0.632
2023-07-14 18:38:57,413 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.938, mIoU: 0.632
2023-07-14 18:38:57,543 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.938, mIoU: 0.633
2023-07-14 18:38:57,676 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.938, mIoU: 0.633
2023-07-14 18:38:57,809 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.938, mIoU: 0.633
2023-07-14 18:38:57,939 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.938, mIoU: 0.633
2023-07-14 18:38:58,065 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.938, mIoU: 0.633
2023-07-14 18:39:33,555 semantic_segmentation INFO: Iters: 29610/50000 || Lr: 0.008922 || Task Loss: 0.3112 || KD Loss: 0.0940|| 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: 1 day, 5:35:16 || Estimated Time: 20:22:28
2023-07-14 18:40:09,299 semantic_segmentation INFO: Iters: 29620/50000 || Lr: 0.008918 || Task Loss: 0.3483 || KD Loss: 0.1193|| 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: 1 day, 5:35:52 || Estimated Time: 20:21:52
2023-07-14 18:40:44,595 semantic_segmentation INFO: Iters: 29630/50000 || Lr: 0.008914 || Task Loss: 0.2976 || KD Loss: 0.0942|| 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 day, 5:36:27 || Estimated Time: 20:21:15
2023-07-14 18:41:20,170 semantic_segmentation INFO: Iters: 29640/50000 || Lr: 0.008910 || Task Loss: 0.2997 || KD Loss: 0.1087|| 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 day, 5:37:03 || Estimated Time: 20:20:39
2023-07-14 18:41:55,689 semantic_segmentation INFO: Iters: 29650/50000 || Lr: 0.008906 || Task Loss: 0.2822 || KD Loss: 0.1075|| 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: 1 day, 5:37:38 || Estimated Time: 20:20:03
2023-07-14 18:42:31,566 semantic_segmentation INFO: Iters: 29660/50000 || Lr: 0.008902 || Task Loss: 0.2748 || KD Loss: 0.1045|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 20:19:27
2023-07-14 18:43:07,082 semantic_segmentation INFO: Iters: 29670/50000 || Lr: 0.008898 || Task Loss: 0.2822 || KD Loss: 0.1014|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1248|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:38:50 || Estimated Time: 20:18:51
2023-07-14 18:43:42,654 semantic_segmentation INFO: Iters: 29680/50000 || Lr: 0.008894 || Task Loss: 0.3860 || KD Loss: 0.1319|| 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 day, 5:39:25 || Estimated Time: 20:18:14
2023-07-14 18:44:18,346 semantic_segmentation INFO: Iters: 29690/50000 || Lr: 0.008890 || Task Loss: 0.3415 || KD Loss: 0.1223|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:40:01 || Estimated Time: 20:17:38
2023-07-14 18:44:53,598 semantic_segmentation INFO: Iters: 29700/50000 || Lr: 0.008886 || Task Loss: 0.3272 || KD Loss: 0.1282|| 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: 1 day, 5:40:36 || Estimated Time: 20:17:02
2023-07-14 18:45:29,124 semantic_segmentation INFO: Iters: 29710/50000 || Lr: 0.008882 || Task Loss: 0.2720 || KD Loss: 0.0723|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:41:12 || Estimated Time: 20:16:25
2023-07-14 18:46:04,899 semantic_segmentation INFO: Iters: 29720/50000 || Lr: 0.008878 || Task Loss: 0.2639 || KD Loss: 0.0962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:41:47 || Estimated Time: 20:15:49
2023-07-14 18:46:40,390 semantic_segmentation INFO: Iters: 29730/50000 || Lr: 0.008875 || Task Loss: 0.2683 || KD Loss: 0.0922|| 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: 1 day, 5:42:23 || Estimated Time: 20:15:13
2023-07-14 18:47:16,234 semantic_segmentation INFO: Iters: 29740/50000 || Lr: 0.008871 || Task Loss: 0.2880 || KD Loss: 0.0943|| 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: 1 day, 5:42:59 || Estimated Time: 20:14:37
2023-07-14 18:47:52,079 semantic_segmentation INFO: Iters: 29750/50000 || Lr: 0.008867 || Task Loss: 0.3738 || KD Loss: 0.1549|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:43:35 || Estimated Time: 20:14:01
2023-07-14 18:48:27,668 semantic_segmentation INFO: Iters: 29760/50000 || Lr: 0.008863 || Task Loss: 0.5017 || KD Loss: 0.1732|| 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 day, 5:44:10 || Estimated Time: 20:13:25
2023-07-14 18:49:03,292 semantic_segmentation INFO: Iters: 29770/50000 || Lr: 0.008859 || Task Loss: 0.3473 || KD Loss: 0.1050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:44:46 || Estimated Time: 20:12:48
2023-07-14 18:49:38,988 semantic_segmentation INFO: Iters: 29780/50000 || Lr: 0.008855 || Task Loss: 0.4449 || KD Loss: 0.1794|| 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: 1 day, 5:45:21 || Estimated Time: 20:12:12
2023-07-14 18:50:14,738 semantic_segmentation INFO: Iters: 29790/50000 || Lr: 0.008851 || Task Loss: 0.3329 || KD Loss: 0.2066|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:45:57 || Estimated Time: 20:11:36
2023-07-14 18:50:50,290 semantic_segmentation INFO: Iters: 29800/50000 || Lr: 0.008847 || Task Loss: 0.3889 || KD Loss: 0.1287|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:46:33 || Estimated Time: 20:11:00
2023-07-14 18:51:26,130 semantic_segmentation INFO: Iters: 29810/50000 || Lr: 0.008843 || Task Loss: 0.3152 || KD Loss: 0.1182|| 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 day, 5:47:09 || Estimated Time: 20:10:24
2023-07-14 18:52:01,549 semantic_segmentation INFO: Iters: 29820/50000 || Lr: 0.008839 || Task Loss: 0.3502 || KD Loss: 0.1233|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 20:09:47
2023-07-14 18:52:37,378 semantic_segmentation INFO: Iters: 29830/50000 || Lr: 0.008835 || Task Loss: 0.2447 || KD Loss: 0.0862|| 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: 1 day, 5:48:20 || Estimated Time: 20:09:11
2023-07-14 18:53:12,969 semantic_segmentation INFO: Iters: 29840/50000 || Lr: 0.008831 || Task Loss: 0.3010 || KD Loss: 0.1040|| 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: 1 day, 5:48:55 || Estimated Time: 20:08:35
2023-07-14 18:53:49,128 semantic_segmentation INFO: Iters: 29850/50000 || Lr: 0.008827 || Task Loss: 0.2517 || KD Loss: 0.1210|| 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: 1 day, 5:49:32 || Estimated Time: 20:07:59
2023-07-14 18:54:24,635 semantic_segmentation INFO: Iters: 29860/50000 || Lr: 0.008823 || Task Loss: 0.3650 || KD Loss: 0.1427|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 20:07:23
2023-07-14 18:55:00,222 semantic_segmentation INFO: Iters: 29870/50000 || Lr: 0.008819 || Task Loss: 0.4097 || KD Loss: 0.1493|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:50:43 || Estimated Time: 20:06:47
2023-07-14 18:55:36,221 semantic_segmentation INFO: Iters: 29880/50000 || Lr: 0.008815 || Task Loss: 0.3198 || KD Loss: 0.1410|| 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: 1 day, 5:51:19 || Estimated Time: 20:06:11
2023-07-14 18:56:11,896 semantic_segmentation INFO: Iters: 29890/50000 || Lr: 0.008811 || Task Loss: 0.2291 || KD Loss: 0.1043|| 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: 1 day, 5:51:54 || Estimated Time: 20:05:35
2023-07-14 18:56:47,695 semantic_segmentation INFO: Iters: 29900/50000 || Lr: 0.008808 || Task Loss: 0.2806 || KD Loss: 0.1017|| 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: 1 day, 5:52:30 || Estimated Time: 20:04:59
2023-07-14 18:57:23,437 semantic_segmentation INFO: Iters: 29910/50000 || Lr: 0.008804 || Task Loss: 0.2444 || KD Loss: 0.1041|| 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: 1 day, 5:53:06 || Estimated Time: 20:04:23
2023-07-14 18:57:59,313 semantic_segmentation INFO: Iters: 29920/50000 || Lr: 0.008800 || Task Loss: 0.2008 || KD Loss: 0.0700|| 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: 1 day, 5:53:42 || Estimated Time: 20:03:46
2023-07-14 18:58:35,052 semantic_segmentation INFO: Iters: 29930/50000 || Lr: 0.008796 || Task Loss: 0.5392 || KD Loss: 0.2134|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:54:18 || Estimated Time: 20:03:10
2023-07-14 18:59:10,808 semantic_segmentation INFO: Iters: 29940/50000 || Lr: 0.008792 || Task Loss: 0.3000 || KD Loss: 0.1519|| 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: 1 day, 5:54:53 || Estimated Time: 20:02:34
2023-07-14 18:59:46,664 semantic_segmentation INFO: Iters: 29950/50000 || Lr: 0.008788 || Task Loss: 0.2983 || KD Loss: 0.1038|| 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 day, 5:55:29 || Estimated Time: 20:01:58
2023-07-14 19:00:22,658 semantic_segmentation INFO: Iters: 29960/50000 || Lr: 0.008784 || Task Loss: 0.2596 || KD Loss: 0.1026|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:56:05 || Estimated Time: 20:01:22
2023-07-14 19:00:58,393 semantic_segmentation INFO: Iters: 29970/50000 || Lr: 0.008780 || Task Loss: 0.3025 || KD Loss: 0.1181|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:56:41 || Estimated Time: 20:00:46
2023-07-14 19:01:34,083 semantic_segmentation INFO: Iters: 29980/50000 || Lr: 0.008776 || Task Loss: 0.5011 || KD Loss: 0.2705|| 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: 1 day, 5:57:17 || Estimated Time: 20:00:10
2023-07-14 19:02:09,785 semantic_segmentation INFO: Iters: 29990/50000 || Lr: 0.008772 || Task Loss: 0.2838 || KD Loss: 0.1071|| 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: 1 day, 5:57:52 || Estimated Time: 19:59:34
2023-07-14 19:02:45,747 semantic_segmentation INFO: Iters: 30000/50000 || Lr: 0.008768 || Task Loss: 0.4438 || KD Loss: 0.1650|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:58:28 || Estimated Time: 19:58:58
2023-07-14 19:03:21,604 semantic_segmentation INFO: Iters: 30010/50000 || Lr: 0.008764 || Task Loss: 0.2435 || KD Loss: 0.0708|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:59:04 || Estimated Time: 19:58:22
2023-07-14 19:03:57,707 semantic_segmentation INFO: Iters: 30020/50000 || Lr: 0.008760 || Task Loss: 0.3931 || KD Loss: 0.1404|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 5:59:40 || Estimated Time: 19:57:46
2023-07-14 19:04:33,391 semantic_segmentation INFO: Iters: 30030/50000 || Lr: 0.008756 || Task Loss: 0.2956 || KD Loss: 0.0845|| 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: 1 day, 6:00:16 || Estimated Time: 19:57:10
2023-07-14 19:05:09,203 semantic_segmentation INFO: Iters: 30040/50000 || Lr: 0.008752 || Task Loss: 0.2988 || KD Loss: 0.1032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:00:52 || Estimated Time: 19:56:34
2023-07-14 19:05:44,858 semantic_segmentation INFO: Iters: 30050/50000 || Lr: 0.008748 || Task Loss: 0.3655 || KD Loss: 0.1321|| 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: 1 day, 6:01:27 || Estimated Time: 19:55:58
2023-07-14 19:06:20,486 semantic_segmentation INFO: Iters: 30060/50000 || Lr: 0.008744 || Task Loss: 0.3208 || KD Loss: 0.1109|| 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: 1 day, 6:02:03 || Estimated Time: 19:55:21
2023-07-14 19:06:56,367 semantic_segmentation INFO: Iters: 30070/50000 || Lr: 0.008740 || Task Loss: 0.3780 || KD Loss: 0.2075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:02:39 || Estimated Time: 19:54:45
2023-07-14 19:07:32,475 semantic_segmentation INFO: Iters: 30080/50000 || Lr: 0.008736 || Task Loss: 0.3329 || KD Loss: 0.1190|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:03:15 || Estimated Time: 19:54:09
2023-07-14 19:08:08,286 semantic_segmentation INFO: Iters: 30090/50000 || Lr: 0.008733 || Task Loss: 0.3383 || KD Loss: 0.1401|| 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: 1 day, 6:03:51 || Estimated Time: 19:53:33
2023-07-14 19:08:44,066 semantic_segmentation INFO: Iters: 30100/50000 || Lr: 0.008729 || Task Loss: 0.4438 || KD Loss: 0.1914|| 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: 1 day, 6:04:27 || Estimated Time: 19:52:57
2023-07-14 19:09:19,913 semantic_segmentation INFO: Iters: 30110/50000 || Lr: 0.008725 || Task Loss: 0.3471 || KD Loss: 0.1091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:05:02 || Estimated Time: 19:52:21
2023-07-14 19:09:55,864 semantic_segmentation INFO: Iters: 30120/50000 || Lr: 0.008721 || Task Loss: 0.3548 || KD Loss: 0.1248|| 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 day, 6:05:38 || Estimated Time: 19:51:45
2023-07-14 19:10:31,735 semantic_segmentation INFO: Iters: 30130/50000 || Lr: 0.008717 || Task Loss: 0.2787 || KD Loss: 0.0987|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:06:14 || Estimated Time: 19:51:09
2023-07-14 19:11:07,551 semantic_segmentation INFO: Iters: 30140/50000 || Lr: 0.008713 || Task Loss: 0.3396 || KD Loss: 0.1060|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:06:50 || Estimated Time: 19:50:33
2023-07-14 19:11:43,160 semantic_segmentation INFO: Iters: 30150/50000 || Lr: 0.008709 || Task Loss: 0.3140 || KD Loss: 0.1129|| 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: 1 day, 6:07:26 || Estimated Time: 19:49:57
2023-07-14 19:12:19,239 semantic_segmentation INFO: Iters: 30160/50000 || Lr: 0.008705 || Task Loss: 0.3425 || KD Loss: 0.1078|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1181|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:08:02 || Estimated Time: 19:49:21
2023-07-14 19:12:55,081 semantic_segmentation INFO: Iters: 30170/50000 || Lr: 0.008701 || Task Loss: 0.4380 || KD Loss: 0.3263|| 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: 1 day, 6:08:38 || Estimated Time: 19:48:45
2023-07-14 19:13:31,023 semantic_segmentation INFO: Iters: 30180/50000 || Lr: 0.008697 || Task Loss: 0.2728 || KD Loss: 0.0749|| 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: 1 day, 6:09:14 || Estimated Time: 19:48:09
2023-07-14 19:14:06,945 semantic_segmentation INFO: Iters: 30190/50000 || Lr: 0.008693 || Task Loss: 0.3070 || KD Loss: 0.1256|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:09:49 || Estimated Time: 19:47:33
2023-07-14 19:14:42,907 semantic_segmentation INFO: Iters: 30200/50000 || Lr: 0.008689 || Task Loss: 0.3874 || KD Loss: 0.1706|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:10:25 || Estimated Time: 19:46:57
2023-07-14 19:15:18,632 semantic_segmentation INFO: Iters: 30210/50000 || Lr: 0.008685 || Task Loss: 0.3432 || KD Loss: 0.1408|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:11:01 || Estimated Time: 19:46:21
2023-07-14 19:15:54,533 semantic_segmentation INFO: Iters: 30220/50000 || Lr: 0.008681 || Task Loss: 0.4277 || KD Loss: 0.1713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:11:37 || Estimated Time: 19:45:45
2023-07-14 19:16:30,576 semantic_segmentation INFO: Iters: 30230/50000 || Lr: 0.008677 || Task Loss: 0.3715 || KD Loss: 0.1534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:12:13 || Estimated Time: 19:45:09
2023-07-14 19:17:06,422 semantic_segmentation INFO: Iters: 30240/50000 || Lr: 0.008673 || Task Loss: 0.3874 || KD Loss: 0.1617|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:12:49 || Estimated Time: 19:44:33
2023-07-14 19:17:42,351 semantic_segmentation INFO: Iters: 30250/50000 || Lr: 0.008669 || Task Loss: 0.3282 || KD Loss: 0.1085|| 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: 1 day, 6:13:25 || Estimated Time: 19:43:57
2023-07-14 19:18:18,218 semantic_segmentation INFO: Iters: 30260/50000 || Lr: 0.008665 || Task Loss: 0.3659 || KD Loss: 0.1222|| 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: 1 day, 6:14:01 || Estimated Time: 19:43:21
2023-07-14 19:18:54,126 semantic_segmentation INFO: Iters: 30270/50000 || Lr: 0.008661 || Task Loss: 0.3491 || KD Loss: 0.1137|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:14:37 || Estimated Time: 19:42:45
2023-07-14 19:19:29,935 semantic_segmentation INFO: Iters: 30280/50000 || Lr: 0.008658 || Task Loss: 0.3685 || KD Loss: 0.1415|| 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 day, 6:15:12 || Estimated Time: 19:42:09
2023-07-14 19:20:05,998 semantic_segmentation INFO: Iters: 30290/50000 || Lr: 0.008654 || Task Loss: 0.4268 || KD Loss: 0.1437|| 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 day, 6:15:48 || Estimated Time: 19:41:33
2023-07-14 19:20:42,269 semantic_segmentation INFO: Iters: 30300/50000 || Lr: 0.008650 || Task Loss: 0.3330 || KD Loss: 0.1236|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:16:25 || Estimated Time: 19:40:57
2023-07-14 19:21:17,808 semantic_segmentation INFO: Iters: 30310/50000 || Lr: 0.008646 || Task Loss: 0.3020 || KD Loss: 0.1029|| 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, 6:17:00 || Estimated Time: 19:40:21
2023-07-14 19:21:54,180 semantic_segmentation INFO: Iters: 30320/50000 || Lr: 0.008642 || Task Loss: 0.3114 || KD Loss: 0.1153|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:17:37 || Estimated Time: 19:39:45
2023-07-14 19:22:29,946 semantic_segmentation INFO: Iters: 30330/50000 || Lr: 0.008638 || Task Loss: 0.3113 || KD Loss: 0.0953|| 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: 1 day, 6:18:12 || Estimated Time: 19:39:09
2023-07-14 19:23:05,987 semantic_segmentation INFO: Iters: 30340/50000 || Lr: 0.008634 || Task Loss: 0.3118 || KD Loss: 0.1507|| 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 day, 6:18:48 || Estimated Time: 19:38:33
2023-07-14 19:23:41,873 semantic_segmentation INFO: Iters: 30350/50000 || Lr: 0.008630 || Task Loss: 0.2375 || KD Loss: 0.1162|| 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: 1 day, 6:19:24 || Estimated Time: 19:37:57
2023-07-14 19:24:18,088 semantic_segmentation INFO: Iters: 30360/50000 || Lr: 0.008626 || Task Loss: 0.3367 || KD Loss: 0.1194|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:20:01 || Estimated Time: 19:37:21
2023-07-14 19:24:54,277 semantic_segmentation INFO: Iters: 30370/50000 || Lr: 0.008622 || Task Loss: 0.3320 || KD Loss: 0.1112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:20:37 || Estimated Time: 19:36:45
2023-07-14 19:25:30,237 semantic_segmentation INFO: Iters: 30380/50000 || Lr: 0.008618 || Task Loss: 0.3105 || KD Loss: 0.0878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:21:13 || Estimated Time: 19:36:09
2023-07-14 19:26:06,247 semantic_segmentation INFO: Iters: 30390/50000 || Lr: 0.008614 || Task Loss: 0.2055 || KD Loss: 0.0917|| 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: 1 day, 6:21:49 || Estimated Time: 19:35:34
2023-07-14 19:26:42,369 semantic_segmentation INFO: Iters: 30400/50000 || Lr: 0.008610 || Task Loss: 0.2588 || KD Loss: 0.0891|| 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: 1 day, 6:22:25 || Estimated Time: 19:34:58
2023-07-14 19:26:42,442 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 19:26:43,023 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.938, mIoU: 0.370
2023-07-14 19:26:43,161 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.955, mIoU: 0.446
2023-07-14 19:26:43,293 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.958, mIoU: 0.467
2023-07-14 19:26:43,424 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.959, mIoU: 0.494
2023-07-14 19:26:43,554 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.961, mIoU: 0.485
2023-07-14 19:26:43,684 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.956, mIoU: 0.488
2023-07-14 19:26:43,818 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.954, mIoU: 0.494
2023-07-14 19:26:43,949 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.954, mIoU: 0.509
2023-07-14 19:26:44,079 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.954, mIoU: 0.524
2023-07-14 19:26:44,208 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.952, mIoU: 0.544
2023-07-14 19:26:44,340 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.950, mIoU: 0.552
2023-07-14 19:26:44,472 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.946, mIoU: 0.580
2023-07-14 19:26:44,599 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.946, mIoU: 0.589
2023-07-14 19:26:44,732 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.945, mIoU: 0.582
2023-07-14 19:26:44,867 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.944, mIoU: 0.585
2023-07-14 19:26:44,997 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.942, mIoU: 0.575
2023-07-14 19:26:45,131 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.942, mIoU: 0.576
2023-07-14 19:26:45,266 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.942, mIoU: 0.579
2023-07-14 19:26:45,397 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.941, mIoU: 0.583
2023-07-14 19:26:45,530 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.941, mIoU: 0.589
2023-07-14 19:26:45,663 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.942, mIoU: 0.591
2023-07-14 19:26:45,793 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.940, mIoU: 0.615
2023-07-14 19:26:45,921 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.940, mIoU: 0.617
2023-07-14 19:26:46,045 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.940, mIoU: 0.623
2023-07-14 19:26:46,177 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.939, mIoU: 0.636
2023-07-14 19:26:46,310 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.939, mIoU: 0.639
2023-07-14 19:26:46,438 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.938, mIoU: 0.632
2023-07-14 19:26:46,572 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.937, mIoU: 0.630
2023-07-14 19:26:46,706 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-14 19:26:46,837 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.936, mIoU: 0.631
2023-07-14 19:26:46,969 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 19:26:47,102 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.936, mIoU: 0.628
2023-07-14 19:26:47,230 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.937, mIoU: 0.629
2023-07-14 19:26:47,360 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.937, mIoU: 0.627
2023-07-14 19:26:47,495 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.936, mIoU: 0.629
2023-07-14 19:26:47,628 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.937, mIoU: 0.628
2023-07-14 19:26:47,758 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.936, mIoU: 0.625
2023-07-14 19:26:47,884 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.935, mIoU: 0.623
2023-07-14 19:26:48,015 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.934, mIoU: 0.618
2023-07-14 19:26:48,149 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.935, mIoU: 0.619
2023-07-14 19:26:48,278 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.935, mIoU: 0.621
2023-07-14 19:26:48,410 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.936, mIoU: 0.619
2023-07-14 19:26:48,542 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.936, mIoU: 0.619
2023-07-14 19:26:48,671 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.936, mIoU: 0.618
2023-07-14 19:26:48,802 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.936, mIoU: 0.616
2023-07-14 19:26:48,936 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.937, mIoU: 0.616
2023-07-14 19:26:49,067 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.938, mIoU: 0.616
2023-07-14 19:26:49,198 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.938, mIoU: 0.615
2023-07-14 19:26:49,322 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.938, mIoU: 0.621
2023-07-14 19:26:49,454 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.938, mIoU: 0.624
2023-07-14 19:26:49,588 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.938, mIoU: 0.625
2023-07-14 19:26:49,717 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.938, mIoU: 0.630
2023-07-14 19:26:49,851 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-14 19:26:49,988 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.937, mIoU: 0.633
2023-07-14 19:26:50,119 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.935, mIoU: 0.631
2023-07-14 19:26:50,254 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-14 19:26:50,387 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.935, mIoU: 0.628
2023-07-14 19:26:50,517 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.936, mIoU: 0.634
2023-07-14 19:26:50,650 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.936, mIoU: 0.637
2023-07-14 19:26:50,783 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.935, mIoU: 0.635
2023-07-14 19:26:50,913 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.935, mIoU: 0.638
2023-07-14 19:26:51,041 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.935, mIoU: 0.640
2023-07-14 19:26:51,167 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.934, mIoU: 0.638
2023-07-14 19:26:51,298 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.935, mIoU: 0.642
2023-07-14 19:26:51,431 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.935, mIoU: 0.645
2023-07-14 19:26:51,560 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.934, mIoU: 0.645
2023-07-14 19:26:51,694 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.933, mIoU: 0.643
2023-07-14 19:26:51,831 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.933, mIoU: 0.644
2023-07-14 19:26:51,962 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.933, mIoU: 0.643
2023-07-14 19:26:52,095 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.933, mIoU: 0.643
2023-07-14 19:26:52,228 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.934, mIoU: 0.643
2023-07-14 19:26:52,358 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.934, mIoU: 0.643
2023-07-14 19:26:52,492 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.934, mIoU: 0.642
2023-07-14 19:26:52,628 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.934, mIoU: 0.642
2023-07-14 19:26:52,760 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.934, mIoU: 0.641
2023-07-14 19:26:52,890 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.934, mIoU: 0.639
2023-07-14 19:26:53,016 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.934, mIoU: 0.639
2023-07-14 19:26:53,149 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.934, mIoU: 0.639
2023-07-14 19:26:53,282 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.934, mIoU: 0.639
2023-07-14 19:26:53,409 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.934, mIoU: 0.640
2023-07-14 19:26:53,541 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.934, mIoU: 0.642
2023-07-14 19:26:53,676 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.934, mIoU: 0.642
2023-07-14 19:26:53,806 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.933, mIoU: 0.641
2023-07-14 19:26:53,940 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.932, mIoU: 0.639
2023-07-14 19:26:54,074 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-14 19:26:54,204 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-14 19:26:54,337 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-14 19:26:54,469 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-14 19:26:54,599 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-14 19:26:54,726 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.931, mIoU: 0.636
2023-07-14 19:26:54,851 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.931, mIoU: 0.636
2023-07-14 19:26:54,981 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.929, mIoU: 0.628
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2023-07-14 19:26:59,066 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.928, mIoU: 0.622
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2023-07-14 19:27:23,077 semantic_segmentation INFO: Sample: 305, Validation pixAcc: 0.934, mIoU: 0.618
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2023-07-14 19:27:37,299 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.939, mIoU: 0.629
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2023-07-14 19:27:37,954 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.939, mIoU: 0.630
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2023-07-14 19:27:39,268 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.940, mIoU: 0.631
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2023-07-14 19:27:46,369 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.942, mIoU: 0.635
2023-07-14 19:27:46,504 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.942, mIoU: 0.635
2023-07-14 19:27:46,635 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.942, mIoU: 0.635
2023-07-14 19:27:46,765 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.942, mIoU: 0.635
2023-07-14 19:27:46,899 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.942, mIoU: 0.635
2023-07-14 19:27:47,030 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.942, mIoU: 0.635
2023-07-14 19:27:47,161 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.942, mIoU: 0.635
2023-07-14 19:27:47,289 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.942, mIoU: 0.635
2023-07-14 19:27:47,422 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.942, mIoU: 0.635
2023-07-14 19:27:47,555 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.942, mIoU: 0.636
2023-07-14 19:27:47,683 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.942, mIoU: 0.636
2023-07-14 19:27:47,815 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.942, mIoU: 0.636
2023-07-14 19:27:47,949 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.942, mIoU: 0.636
2023-07-14 19:27:48,077 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.942, mIoU: 0.636
2023-07-14 19:27:48,212 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.942, mIoU: 0.636
2023-07-14 19:27:48,348 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.942, mIoU: 0.636
2023-07-14 19:27:48,479 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.942, mIoU: 0.636
2023-07-14 19:27:48,609 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.942, mIoU: 0.636
2023-07-14 19:27:48,742 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.942, mIoU: 0.636
2023-07-14 19:28:24,875 semantic_segmentation INFO: Iters: 30410/50000 || Lr: 0.008606 || Task Loss: 0.2187 || KD Loss: 0.0802|| 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 day, 6:24:07 || Estimated Time: 19:35:05
2023-07-14 19:29:00,695 semantic_segmentation INFO: Iters: 30420/50000 || Lr: 0.008602 || Task Loss: 0.2762 || KD Loss: 0.0966|| 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: 1 day, 6:24:43 || Estimated Time: 19:34:28
2023-07-14 19:29:36,533 semantic_segmentation INFO: Iters: 30430/50000 || Lr: 0.008598 || Task Loss: 0.3841 || KD Loss: 0.1403|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:25:19 || Estimated Time: 19:33:52
2023-07-14 19:30:12,586 semantic_segmentation INFO: Iters: 30440/50000 || Lr: 0.008594 || Task Loss: 0.3201 || KD Loss: 0.1061|| 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 day, 6:25:55 || Estimated Time: 19:33:16
2023-07-14 19:30:48,574 semantic_segmentation INFO: Iters: 30450/50000 || Lr: 0.008590 || Task Loss: 0.3336 || KD Loss: 0.1230|| 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: 1 day, 6:26:31 || Estimated Time: 19:32:40
2023-07-14 19:31:24,881 semantic_segmentation INFO: Iters: 30460/50000 || Lr: 0.008586 || Task Loss: 0.2376 || KD Loss: 0.0745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:27:07 || Estimated Time: 19:32:05
2023-07-14 19:32:00,848 semantic_segmentation INFO: Iters: 30470/50000 || Lr: 0.008582 || Task Loss: 0.3275 || KD Loss: 0.1288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:27:43 || Estimated Time: 19:31:29
2023-07-14 19:32:36,855 semantic_segmentation INFO: Iters: 30480/50000 || Lr: 0.008578 || Task Loss: 0.3057 || KD Loss: 0.1145|| 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: 1 day, 6:28:19 || Estimated Time: 19:30:53
2023-07-14 19:33:13,066 semantic_segmentation INFO: Iters: 30490/50000 || Lr: 0.008574 || Task Loss: 0.2469 || KD Loss: 0.0902|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:28:56 || Estimated Time: 19:30:17
2023-07-14 19:33:48,740 semantic_segmentation INFO: Iters: 30500/50000 || Lr: 0.008571 || Task Loss: 0.4007 || KD Loss: 0.2028|| 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, 6:29:31 || Estimated Time: 19:29:41
2023-07-14 19:34:24,989 semantic_segmentation INFO: Iters: 30510/50000 || Lr: 0.008567 || Task Loss: 0.4612 || KD Loss: 0.1474|| 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: 1 day, 6:30:07 || Estimated Time: 19:29:05
2023-07-14 19:35:00,958 semantic_segmentation INFO: Iters: 30520/50000 || Lr: 0.008563 || Task Loss: 0.5032 || KD Loss: 0.1635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:30:43 || Estimated Time: 19:28:29
2023-07-14 19:35:36,998 semantic_segmentation INFO: Iters: 30530/50000 || Lr: 0.008559 || Task Loss: 0.2265 || KD Loss: 0.0844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:31:19 || Estimated Time: 19:27:53
2023-07-14 19:36:13,040 semantic_segmentation INFO: Iters: 30540/50000 || Lr: 0.008555 || Task Loss: 0.2721 || KD Loss: 0.0956|| 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: 1 day, 6:31:56 || Estimated Time: 19:27:17
2023-07-14 19:36:49,168 semantic_segmentation INFO: Iters: 30550/50000 || Lr: 0.008551 || Task Loss: 0.4019 || KD Loss: 0.1677|| 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: 1 day, 6:32:32 || Estimated Time: 19:26:41
2023-07-14 19:37:25,339 semantic_segmentation INFO: Iters: 30560/50000 || Lr: 0.008547 || Task Loss: 0.2418 || KD Loss: 0.1017|| 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: 1 day, 6:33:08 || Estimated Time: 19:26:05
2023-07-14 19:38:01,206 semantic_segmentation INFO: Iters: 30570/50000 || Lr: 0.008543 || Task Loss: 0.2394 || KD Loss: 0.0740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:33:44 || Estimated Time: 19:25:29
2023-07-14 19:38:37,162 semantic_segmentation INFO: Iters: 30580/50000 || Lr: 0.008539 || Task Loss: 0.2929 || KD Loss: 0.0971|| 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: 1 day, 6:34:20 || Estimated Time: 19:24:53
2023-07-14 19:39:13,316 semantic_segmentation INFO: Iters: 30590/50000 || Lr: 0.008535 || Task Loss: 0.3930 || KD Loss: 0.1701|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:34:56 || Estimated Time: 19:24:17
2023-07-14 19:39:49,565 semantic_segmentation INFO: Iters: 30600/50000 || Lr: 0.008531 || Task Loss: 0.2274 || KD Loss: 0.0676|| 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 day, 6:35:32 || Estimated Time: 19:23:41
2023-07-14 19:40:25,572 semantic_segmentation INFO: Iters: 30610/50000 || Lr: 0.008527 || Task Loss: 0.3148 || KD Loss: 0.1137|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:36:08 || Estimated Time: 19:23:05
2023-07-14 19:41:01,458 semantic_segmentation INFO: Iters: 30620/50000 || Lr: 0.008523 || Task Loss: 0.2565 || KD Loss: 0.0960|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:36:44 || Estimated Time: 19:22:29
2023-07-14 19:41:37,632 semantic_segmentation INFO: Iters: 30630/50000 || Lr: 0.008519 || Task Loss: 0.3116 || KD Loss: 0.1156|| 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: 1 day, 6:37:20 || Estimated Time: 19:21:53
2023-07-14 19:42:13,709 semantic_segmentation INFO: Iters: 30640/50000 || Lr: 0.008515 || Task Loss: 0.3482 || KD Loss: 0.1494|| 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 day, 6:37:56 || Estimated Time: 19:21:17
2023-07-14 19:42:49,687 semantic_segmentation INFO: Iters: 30650/50000 || Lr: 0.008511 || Task Loss: 0.2695 || KD Loss: 0.0789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:38:32 || Estimated Time: 19:20:41
2023-07-14 19:43:25,795 semantic_segmentation INFO: Iters: 30660/50000 || Lr: 0.008507 || Task Loss: 0.3465 || KD Loss: 0.1174|| 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: 1 day, 6:39:08 || Estimated Time: 19:20:06
2023-07-14 19:44:01,944 semantic_segmentation INFO: Iters: 30670/50000 || Lr: 0.008503 || Task Loss: 0.2998 || KD Loss: 0.0953|| 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 day, 6:39:44 || Estimated Time: 19:19:30
2023-07-14 19:44:38,185 semantic_segmentation INFO: Iters: 30680/50000 || Lr: 0.008499 || Task Loss: 0.2972 || KD Loss: 0.0975|| 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 day, 6:40:21 || Estimated Time: 19:18:54
2023-07-14 19:45:14,225 semantic_segmentation INFO: Iters: 30690/50000 || Lr: 0.008495 || Task Loss: 0.3140 || KD Loss: 0.1123|| 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: 1 day, 6:40:57 || Estimated Time: 19:18:18
2023-07-14 19:45:50,524 semantic_segmentation INFO: Iters: 30700/50000 || Lr: 0.008491 || Task Loss: 0.2830 || KD Loss: 0.0917|| 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: 1 day, 6:41:33 || Estimated Time: 19:17:42
2023-07-14 19:46:26,559 semantic_segmentation INFO: Iters: 30710/50000 || Lr: 0.008487 || Task Loss: 0.2911 || KD Loss: 0.1220|| 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: 1 day, 6:42:09 || Estimated Time: 19:17:06
2023-07-14 19:47:02,663 semantic_segmentation INFO: Iters: 30720/50000 || Lr: 0.008483 || Task Loss: 0.3509 || KD Loss: 0.1317|| 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 day, 6:42:45 || Estimated Time: 19:16:30
2023-07-14 19:47:38,732 semantic_segmentation INFO: Iters: 30730/50000 || Lr: 0.008480 || Task Loss: 0.2949 || KD Loss: 0.1140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:43:21 || Estimated Time: 19:15:54
2023-07-14 19:48:14,768 semantic_segmentation INFO: Iters: 30740/50000 || Lr: 0.008476 || Task Loss: 0.3320 || KD Loss: 0.1189|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:43:57 || Estimated Time: 19:15:18
2023-07-14 19:48:51,001 semantic_segmentation INFO: Iters: 30750/50000 || Lr: 0.008472 || Task Loss: 0.4169 || KD Loss: 0.1984|| 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: 1 day, 6:44:34 || Estimated Time: 19:14:42
2023-07-14 19:49:27,292 semantic_segmentation INFO: Iters: 30760/50000 || Lr: 0.008468 || Task Loss: 0.2897 || KD Loss: 0.1245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 19:14:07
2023-07-14 19:50:03,294 semantic_segmentation INFO: Iters: 30770/50000 || Lr: 0.008464 || Task Loss: 0.3342 || KD Loss: 0.1052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:45:46 || Estimated Time: 19:13:31
2023-07-14 19:50:39,639 semantic_segmentation INFO: Iters: 30780/50000 || Lr: 0.008460 || Task Loss: 0.3672 || KD Loss: 0.1369|| 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: 1 day, 6:46:22 || Estimated Time: 19:12:55
2023-07-14 19:51:15,738 semantic_segmentation INFO: Iters: 30790/50000 || Lr: 0.008456 || Task Loss: 0.3590 || KD Loss: 0.1431|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:46:58 || Estimated Time: 19:12:19
2023-07-14 19:51:52,045 semantic_segmentation INFO: Iters: 30800/50000 || Lr: 0.008452 || Task Loss: 0.2620 || KD Loss: 0.0870|| 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: 1 day, 6:47:35 || Estimated Time: 19:11:43
2023-07-14 19:52:28,069 semantic_segmentation INFO: Iters: 30810/50000 || Lr: 0.008448 || Task Loss: 0.3338 || KD Loss: 0.1217|| 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: 1 day, 6:48:11 || Estimated Time: 19:11:07
2023-07-14 19:53:04,372 semantic_segmentation INFO: Iters: 30820/50000 || Lr: 0.008444 || Task Loss: 0.2912 || KD Loss: 0.1087|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:48:47 || Estimated Time: 19:10:31
2023-07-14 19:53:40,624 semantic_segmentation INFO: Iters: 30830/50000 || Lr: 0.008440 || Task Loss: 0.2417 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 19:09:56
2023-07-14 19:54:16,650 semantic_segmentation INFO: Iters: 30840/50000 || Lr: 0.008436 || Task Loss: 0.3900 || KD Loss: 0.1234|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:49:59 || Estimated Time: 19:09:20
2023-07-14 19:54:52,553 semantic_segmentation INFO: Iters: 30850/50000 || Lr: 0.008432 || Task Loss: 0.3172 || KD Loss: 0.1195|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:50:35 || Estimated Time: 19:08:44
2023-07-14 19:55:29,145 semantic_segmentation INFO: Iters: 30860/50000 || Lr: 0.008428 || Task Loss: 0.3040 || KD Loss: 0.1140|| 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: 1 day, 6:51:12 || Estimated Time: 19:08:08
2023-07-14 19:56:04,899 semantic_segmentation INFO: Iters: 30870/50000 || Lr: 0.008424 || Task Loss: 0.2914 || KD Loss: 0.1194|| 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: 1 day, 6:51:47 || Estimated Time: 19:07:32
2023-07-14 19:56:41,403 semantic_segmentation INFO: Iters: 30880/50000 || Lr: 0.008420 || Task Loss: 0.3382 || KD Loss: 0.1166|| 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: 1 day, 6:52:24 || Estimated Time: 19:06:56
2023-07-14 19:57:17,200 semantic_segmentation INFO: Iters: 30890/50000 || Lr: 0.008416 || Task Loss: 0.3060 || KD Loss: 0.1011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:53:00 || Estimated Time: 19:06:20
2023-07-14 19:57:53,537 semantic_segmentation INFO: Iters: 30900/50000 || Lr: 0.008412 || Task Loss: 0.3277 || KD Loss: 0.1272|| 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 day, 6:53:36 || Estimated Time: 19:05:44
2023-07-14 19:58:29,634 semantic_segmentation INFO: Iters: 30910/50000 || Lr: 0.008408 || Task Loss: 0.2348 || KD Loss: 0.0832|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:54:12 || Estimated Time: 19:05:08
2023-07-14 19:59:05,951 semantic_segmentation INFO: Iters: 30920/50000 || Lr: 0.008404 || Task Loss: 0.3232 || KD Loss: 0.1108|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:54:48 || Estimated Time: 19:04:32
2023-07-14 19:59:42,051 semantic_segmentation INFO: Iters: 30930/50000 || Lr: 0.008400 || Task Loss: 0.3226 || KD Loss: 0.1357|| 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: 1 day, 6:55:25 || Estimated Time: 19:03:57
2023-07-14 20:00:18,183 semantic_segmentation INFO: Iters: 30940/50000 || Lr: 0.008396 || Task Loss: 0.2394 || KD Loss: 0.0802|| 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: 1 day, 6:56:01 || Estimated Time: 19:03:21
2023-07-14 20:00:54,527 semantic_segmentation INFO: Iters: 30950/50000 || Lr: 0.008392 || Task Loss: 0.3948 || KD Loss: 0.1887|| 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: 1 day, 6:56:37 || Estimated Time: 19:02:45
2023-07-14 20:01:30,733 semantic_segmentation INFO: Iters: 30960/50000 || Lr: 0.008388 || Task Loss: 0.3409 || KD Loss: 0.1486|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:57:13 || Estimated Time: 19:02:09
2023-07-14 20:02:06,983 semantic_segmentation INFO: Iters: 30970/50000 || Lr: 0.008384 || Task Loss: 0.2552 || KD Loss: 0.0916|| 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: 1 day, 6:57:49 || Estimated Time: 19:01:33
2023-07-14 20:02:43,271 semantic_segmentation INFO: Iters: 30980/50000 || Lr: 0.008380 || Task Loss: 0.2799 || KD Loss: 0.0966|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 6:58:26 || Estimated Time: 19:00:57
2023-07-14 20:03:19,273 semantic_segmentation INFO: Iters: 30990/50000 || Lr: 0.008376 || Task Loss: 0.3156 || KD Loss: 0.1201|| 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: 1 day, 6:59:02 || Estimated Time: 19:00:21
2023-07-14 20:03:55,313 semantic_segmentation INFO: Iters: 31000/50000 || Lr: 0.008373 || Task Loss: 0.2906 || KD Loss: 0.1255|| 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: 1 day, 6:59:38 || Estimated Time: 18:59:45
2023-07-14 20:04:31,650 semantic_segmentation INFO: Iters: 31010/50000 || Lr: 0.008369 || Task Loss: 0.4060 || KD Loss: 0.1433|| 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: 1 day, 7:00:14 || Estimated Time: 18:59:10
2023-07-14 20:05:07,859 semantic_segmentation INFO: Iters: 31020/50000 || Lr: 0.008365 || Task Loss: 0.4001 || KD Loss: 0.1332|| 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: 1 day, 7:00:50 || Estimated Time: 18:58:34
2023-07-14 20:05:43,902 semantic_segmentation INFO: Iters: 31030/50000 || Lr: 0.008361 || Task Loss: 0.2619 || KD Loss: 0.0783|| 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 day, 7:01:26 || Estimated Time: 18:57:58
2023-07-14 20:06:20,294 semantic_segmentation INFO: Iters: 31040/50000 || Lr: 0.008357 || Task Loss: 0.4112 || KD Loss: 0.1460|| 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 day, 7:02:03 || Estimated Time: 18:57:22
2023-07-14 20:06:56,426 semantic_segmentation INFO: Iters: 31050/50000 || Lr: 0.008353 || Task Loss: 0.2964 || KD Loss: 0.0930|| 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: 1 day, 7:02:39 || Estimated Time: 18:56:46
2023-07-14 20:07:32,512 semantic_segmentation INFO: Iters: 31060/50000 || Lr: 0.008349 || Task Loss: 0.2560 || KD Loss: 0.0929|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:03:15 || Estimated Time: 18:56:10
2023-07-14 20:08:08,725 semantic_segmentation INFO: Iters: 31070/50000 || Lr: 0.008345 || Task Loss: 0.3573 || KD Loss: 0.1244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:03:51 || Estimated Time: 18:55:34
2023-07-14 20:08:44,929 semantic_segmentation INFO: Iters: 31080/50000 || Lr: 0.008341 || Task Loss: 0.2905 || KD Loss: 0.0791|| 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: 1 day, 7:04:27 || Estimated Time: 18:54:59
2023-07-14 20:09:21,243 semantic_segmentation INFO: Iters: 31090/50000 || Lr: 0.008337 || Task Loss: 0.3403 || KD Loss: 0.1229|| 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: 1 day, 7:05:04 || Estimated Time: 18:54:23
2023-07-14 20:09:57,252 semantic_segmentation INFO: Iters: 31100/50000 || Lr: 0.008333 || Task Loss: 0.2948 || KD Loss: 0.0987|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:05:40 || Estimated Time: 18:53:47
2023-07-14 20:10:33,566 semantic_segmentation INFO: Iters: 31110/50000 || Lr: 0.008329 || Task Loss: 0.3268 || KD Loss: 0.1217|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:06:16 || Estimated Time: 18:53:11
2023-07-14 20:11:09,614 semantic_segmentation INFO: Iters: 31120/50000 || Lr: 0.008325 || Task Loss: 0.3065 || KD Loss: 0.0806|| 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: 1 day, 7:06:52 || Estimated Time: 18:52:35
2023-07-14 20:11:45,791 semantic_segmentation INFO: Iters: 31130/50000 || Lr: 0.008321 || Task Loss: 0.2985 || KD Loss: 0.1292|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:07:28 || Estimated Time: 18:51:59
2023-07-14 20:12:22,259 semantic_segmentation INFO: Iters: 31140/50000 || Lr: 0.008317 || Task Loss: 0.3045 || KD Loss: 0.0994|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:08:05 || Estimated Time: 18:51:23
2023-07-14 20:12:58,220 semantic_segmentation INFO: Iters: 31150/50000 || Lr: 0.008313 || Task Loss: 0.2855 || KD Loss: 0.0956|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:08:41 || Estimated Time: 18:50:47
2023-07-14 20:13:34,547 semantic_segmentation INFO: Iters: 31160/50000 || Lr: 0.008309 || Task Loss: 0.2462 || KD Loss: 0.0893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:09:17 || Estimated Time: 18:50:12
2023-07-14 20:14:10,768 semantic_segmentation INFO: Iters: 31170/50000 || Lr: 0.008305 || Task Loss: 0.2978 || KD Loss: 0.1184|| 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, 7:09:53 || Estimated Time: 18:49:36
2023-07-14 20:14:47,151 semantic_segmentation INFO: Iters: 31180/50000 || Lr: 0.008301 || Task Loss: 0.2911 || KD Loss: 0.1108|| 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: 1 day, 7:10:30 || Estimated Time: 18:49:00
2023-07-14 20:15:23,374 semantic_segmentation INFO: Iters: 31190/50000 || Lr: 0.008297 || Task Loss: 0.2092 || KD Loss: 0.0752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:11:06 || Estimated Time: 18:48:24
2023-07-14 20:15:59,682 semantic_segmentation INFO: Iters: 31200/50000 || Lr: 0.008293 || Task Loss: 0.2748 || KD Loss: 0.0899|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:11:42 || Estimated Time: 18:47:48
2023-07-14 20:15:59,752 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 20:16:00,403 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.923, mIoU: 0.364
2023-07-14 20:16:00,539 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.947, mIoU: 0.439
2023-07-14 20:16:00,673 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.953, mIoU: 0.461
2023-07-14 20:16:00,805 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.955, mIoU: 0.490
2023-07-14 20:16:00,937 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.958, mIoU: 0.477
2023-07-14 20:16:01,069 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.482
2023-07-14 20:16:01,197 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.957, mIoU: 0.479
2023-07-14 20:16:01,330 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.957, mIoU: 0.498
2023-07-14 20:16:01,464 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.957, mIoU: 0.535
2023-07-14 20:16:01,593 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.952, mIoU: 0.557
2023-07-14 20:16:01,724 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.950, mIoU: 0.562
2023-07-14 20:16:01,854 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.946, mIoU: 0.581
2023-07-14 20:16:01,984 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.945, mIoU: 0.595
2023-07-14 20:16:02,114 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.943, mIoU: 0.587
2023-07-14 20:16:02,243 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.942, mIoU: 0.594
2023-07-14 20:16:02,375 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.940, mIoU: 0.583
2023-07-14 20:16:02,508 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.939, mIoU: 0.585
2023-07-14 20:16:02,635 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.939, mIoU: 0.584
2023-07-14 20:16:02,768 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.938, mIoU: 0.589
2023-07-14 20:16:02,902 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.939, mIoU: 0.596
2023-07-14 20:16:03,031 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.939, mIoU: 0.597
2023-07-14 20:16:03,163 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.937, mIoU: 0.613
2023-07-14 20:16:03,295 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.937, mIoU: 0.616
2023-07-14 20:16:03,424 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.936, mIoU: 0.624
2023-07-14 20:16:03,557 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.935, mIoU: 0.639
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2023-07-14 20:16:03,821 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.934, mIoU: 0.633
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2023-07-14 20:16:04,087 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.933, mIoU: 0.631
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2023-07-14 20:16:04,351 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.932, mIoU: 0.633
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2023-07-14 20:16:05,931 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.933, mIoU: 0.622
2023-07-14 20:16:06,064 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.934, mIoU: 0.621
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2023-07-14 20:16:06,324 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.935, mIoU: 0.621
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2023-07-14 20:16:07,117 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.934, mIoU: 0.629
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2023-07-14 20:16:11,436 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.926, mIoU: 0.636
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2023-07-14 20:16:53,459 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.935, mIoU: 0.637
2023-07-14 20:16:53,591 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.935, mIoU: 0.637
2023-07-14 20:16:53,723 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.935, mIoU: 0.637
2023-07-14 20:16:53,856 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.936, mIoU: 0.638
2023-07-14 20:16:53,989 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.936, mIoU: 0.638
2023-07-14 20:16:54,120 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.936, mIoU: 0.638
2023-07-14 20:16:54,250 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.936, mIoU: 0.638
2023-07-14 20:16:54,384 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.936, mIoU: 0.638
2023-07-14 20:16:54,517 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-14 20:16:54,647 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-14 20:16:54,780 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-14 20:16:54,915 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-14 20:16:55,044 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-14 20:16:55,180 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-14 20:16:55,316 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-14 20:16:55,449 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-14 20:16:55,582 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-14 20:16:55,718 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-14 20:16:55,850 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.936, mIoU: 0.640
2023-07-14 20:16:55,983 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.936, mIoU: 0.640
2023-07-14 20:16:56,119 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.936, mIoU: 0.640
2023-07-14 20:16:56,250 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-14 20:16:56,383 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-14 20:16:56,518 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-14 20:16:56,649 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-14 20:16:56,786 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-14 20:16:56,924 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-14 20:16:57,063 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-14 20:16:57,203 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-14 20:16:57,341 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-14 20:16:57,482 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-14 20:16:57,622 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-14 20:16:57,762 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-14 20:16:57,902 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-14 20:16:58,040 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-14 20:16:58,178 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.938, mIoU: 0.640
2023-07-14 20:16:58,315 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.938, mIoU: 0.640
2023-07-14 20:16:58,453 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.938, mIoU: 0.640
2023-07-14 20:16:58,591 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.938, mIoU: 0.640
2023-07-14 20:16:58,727 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.938, mIoU: 0.640
2023-07-14 20:16:58,864 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.938, mIoU: 0.640
2023-07-14 20:16:59,002 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.938, mIoU: 0.641
2023-07-14 20:16:59,137 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.938, mIoU: 0.641
2023-07-14 20:16:59,271 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.938, mIoU: 0.641
2023-07-14 20:16:59,407 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.938, mIoU: 0.641
2023-07-14 20:16:59,541 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.938, mIoU: 0.641
2023-07-14 20:16:59,676 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.938, mIoU: 0.641
2023-07-14 20:16:59,812 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.938, mIoU: 0.641
2023-07-14 20:16:59,945 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.938, mIoU: 0.641
2023-07-14 20:17:00,080 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.938, mIoU: 0.641
2023-07-14 20:17:00,216 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.938, mIoU: 0.641
2023-07-14 20:17:00,349 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.938, mIoU: 0.641
2023-07-14 20:17:00,483 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.938, mIoU: 0.642
2023-07-14 20:17:00,620 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:00,755 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:00,889 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:01,026 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:01,156 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:01,290 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:01,425 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:01,558 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:01,691 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:01,822 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:01,956 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.939, mIoU: 0.643
2023-07-14 20:17:02,093 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.939, mIoU: 0.643
2023-07-14 20:17:02,226 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:02,360 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:02,496 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:02,627 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:02,758 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:02,890 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:03,020 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:03,151 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:03,287 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:03,419 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:03,552 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:03,687 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:03,819 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:03,951 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:04,079 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:04,211 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:04,346 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:04,476 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-14 20:17:04,609 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.939, mIoU: 0.643
2023-07-14 20:17:04,745 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.939, mIoU: 0.643
2023-07-14 20:17:04,875 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.939, mIoU: 0.643
2023-07-14 20:17:05,006 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.939, mIoU: 0.643
2023-07-14 20:17:05,138 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.939, mIoU: 0.643
2023-07-14 20:17:05,267 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.939, mIoU: 0.643
2023-07-14 20:17:05,399 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.939, mIoU: 0.643
2023-07-14 20:17:05,535 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.939, mIoU: 0.644
2023-07-14 20:17:05,665 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.939, mIoU: 0.644
2023-07-14 20:17:05,796 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.939, mIoU: 0.644
2023-07-14 20:17:05,924 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.939, mIoU: 0.644
2023-07-14 20:17:06,056 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.939, mIoU: 0.644
2023-07-14 20:17:06,190 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.939, mIoU: 0.644
2023-07-14 20:17:06,318 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.939, mIoU: 0.644
2023-07-14 20:17:06,451 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.940, mIoU: 0.644
2023-07-14 20:17:42,865 semantic_segmentation INFO: Iters: 31210/50000 || Lr: 0.008289 || Task Loss: 0.2628 || KD Loss: 0.1025|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:13:25 || Estimated Time: 18:47:53
2023-07-14 20:18:19,088 semantic_segmentation INFO: Iters: 31220/50000 || Lr: 0.008285 || Task Loss: 0.3573 || KD Loss: 0.1050|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:14:02 || Estimated Time: 18:47:17
2023-07-14 20:18:55,564 semantic_segmentation INFO: Iters: 31230/50000 || Lr: 0.008281 || Task Loss: 0.2408 || KD Loss: 0.1036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:14:38 || Estimated Time: 18:46:41
2023-07-14 20:19:31,682 semantic_segmentation INFO: Iters: 31240/50000 || Lr: 0.008277 || Task Loss: 0.2217 || KD Loss: 0.0651|| 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: 1 day, 7:15:14 || Estimated Time: 18:46:05
2023-07-14 20:20:07,889 semantic_segmentation INFO: Iters: 31250/50000 || Lr: 0.008273 || Task Loss: 0.3431 || KD Loss: 0.1007|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:15:50 || Estimated Time: 18:45:29
2023-07-14 20:20:43,845 semantic_segmentation INFO: Iters: 31260/50000 || Lr: 0.008269 || Task Loss: 0.2523 || KD Loss: 0.1073|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:16:26 || Estimated Time: 18:44:53
2023-07-14 20:21:20,189 semantic_segmentation INFO: Iters: 31270/50000 || Lr: 0.008265 || Task Loss: 0.2734 || KD Loss: 0.0879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:17:03 || Estimated Time: 18:44:17
2023-07-14 20:21:56,546 semantic_segmentation INFO: Iters: 31280/50000 || Lr: 0.008261 || Task Loss: 0.2396 || KD Loss: 0.0961|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:17:39 || Estimated Time: 18:43:42
2023-07-14 20:22:33,019 semantic_segmentation INFO: Iters: 31290/50000 || Lr: 0.008257 || Task Loss: 0.2346 || KD Loss: 0.0672|| 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: 1 day, 7:18:16 || Estimated Time: 18:43:06
2023-07-14 20:23:09,594 semantic_segmentation INFO: Iters: 31300/50000 || Lr: 0.008253 || Task Loss: 0.2843 || KD Loss: 0.1222|| 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: 1 day, 7:18:52 || Estimated Time: 18:42:30
2023-07-14 20:23:45,832 semantic_segmentation INFO: Iters: 31310/50000 || Lr: 0.008249 || Task Loss: 0.3556 || KD Loss: 0.1170|| 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 day, 7:19:28 || Estimated Time: 18:41:54
2023-07-14 20:24:22,005 semantic_segmentation INFO: Iters: 31320/50000 || Lr: 0.008246 || Task Loss: 0.2403 || KD Loss: 0.0944|| 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 day, 7:20:05 || Estimated Time: 18:41:18
2023-07-14 20:24:58,414 semantic_segmentation INFO: Iters: 31330/50000 || Lr: 0.008242 || Task Loss: 0.2855 || KD Loss: 0.0919|| 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 day, 7:20:41 || Estimated Time: 18:40:43
2023-07-14 20:25:35,117 semantic_segmentation INFO: Iters: 31340/50000 || Lr: 0.008238 || Task Loss: 0.2877 || KD Loss: 0.1060|| 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: 1 day, 7:21:18 || Estimated Time: 18:40:07
2023-07-14 20:26:11,241 semantic_segmentation INFO: Iters: 31350/50000 || Lr: 0.008234 || Task Loss: 0.2826 || KD Loss: 0.0899|| 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 day, 7:21:54 || Estimated Time: 18:39:31
2023-07-14 20:26:47,281 semantic_segmentation INFO: Iters: 31360/50000 || Lr: 0.008230 || Task Loss: 0.3062 || KD Loss: 0.0926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:22:30 || Estimated Time: 18:38:55
2023-07-14 20:27:23,625 semantic_segmentation INFO: Iters: 31370/50000 || Lr: 0.008226 || Task Loss: 0.2945 || KD Loss: 0.1083|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:23:06 || Estimated Time: 18:38:19
2023-07-14 20:27:59,945 semantic_segmentation INFO: Iters: 31380/50000 || Lr: 0.008222 || Task Loss: 0.2285 || KD Loss: 0.0909|| 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: 1 day, 7:23:42 || Estimated Time: 18:37:43
2023-07-14 20:28:36,404 semantic_segmentation INFO: Iters: 31390/50000 || Lr: 0.008218 || Task Loss: 0.3416 || KD Loss: 0.1007|| 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: 1 day, 7:24:19 || Estimated Time: 18:37:08
2023-07-14 20:29:12,518 semantic_segmentation INFO: Iters: 31400/50000 || Lr: 0.008214 || Task Loss: 0.2801 || KD Loss: 0.0941|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:24:55 || Estimated Time: 18:36:32
2023-07-14 20:29:48,980 semantic_segmentation INFO: Iters: 31410/50000 || Lr: 0.008210 || Task Loss: 0.2465 || KD Loss: 0.0682|| 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 day, 7:25:31 || Estimated Time: 18:35:56
2023-07-14 20:30:25,176 semantic_segmentation INFO: Iters: 31420/50000 || Lr: 0.008206 || Task Loss: 0.2234 || KD Loss: 0.0838|| 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 day, 7:26:08 || Estimated Time: 18:35:20
2023-07-14 20:31:01,381 semantic_segmentation INFO: Iters: 31430/50000 || Lr: 0.008202 || Task Loss: 0.3106 || KD Loss: 0.0905|| 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: 1 day, 7:26:44 || Estimated Time: 18:34:44
2023-07-14 20:31:37,587 semantic_segmentation INFO: Iters: 31440/50000 || Lr: 0.008198 || Task Loss: 0.2984 || KD Loss: 0.1058|| 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: 1 day, 7:27:20 || Estimated Time: 18:34:08
2023-07-14 20:32:14,269 semantic_segmentation INFO: Iters: 31450/50000 || Lr: 0.008194 || Task Loss: 0.3116 || KD Loss: 0.1048|| 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: 1 day, 7:27:57 || Estimated Time: 18:33:33
2023-07-14 20:32:50,563 semantic_segmentation INFO: Iters: 31460/50000 || Lr: 0.008190 || Task Loss: 0.3030 || KD Loss: 0.1061|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:28:33 || Estimated Time: 18:32:57
2023-07-14 20:33:27,346 semantic_segmentation INFO: Iters: 31470/50000 || Lr: 0.008186 || Task Loss: 0.3281 || KD Loss: 0.1209|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:29:10 || Estimated Time: 18:32:21
2023-07-14 20:34:03,488 semantic_segmentation INFO: Iters: 31480/50000 || Lr: 0.008182 || Task Loss: 0.3876 || KD Loss: 0.1391|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:29:46 || Estimated Time: 18:31:45
2023-07-14 20:34:39,768 semantic_segmentation INFO: Iters: 31490/50000 || Lr: 0.008178 || Task Loss: 0.1802 || KD Loss: 0.0793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:30:22 || Estimated Time: 18:31:09
2023-07-14 20:35:16,423 semantic_segmentation INFO: Iters: 31500/50000 || Lr: 0.008174 || Task Loss: 0.2626 || KD Loss: 0.0941|| 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 day, 7:30:59 || Estimated Time: 18:30:34
2023-07-14 20:35:52,623 semantic_segmentation INFO: Iters: 31510/50000 || Lr: 0.008170 || Task Loss: 0.3378 || KD Loss: 0.1196|| 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: 1 day, 7:31:35 || Estimated Time: 18:29:58
2023-07-14 20:36:28,778 semantic_segmentation INFO: Iters: 31520/50000 || Lr: 0.008166 || Task Loss: 0.3534 || KD Loss: 0.1522|| 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: 1 day, 7:32:11 || Estimated Time: 18:29:22
2023-07-14 20:37:05,299 semantic_segmentation INFO: Iters: 31530/50000 || Lr: 0.008162 || Task Loss: 0.2862 || KD Loss: 0.1156|| 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 day, 7:32:48 || Estimated Time: 18:28:46
2023-07-14 20:37:41,652 semantic_segmentation INFO: Iters: 31540/50000 || Lr: 0.008158 || Task Loss: 0.2636 || KD Loss: 0.1100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:33:24 || Estimated Time: 18:28:10
2023-07-14 20:38:18,128 semantic_segmentation INFO: Iters: 31550/50000 || Lr: 0.008154 || Task Loss: 0.2867 || KD Loss: 0.0978|| 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 day, 7:34:01 || Estimated Time: 18:27:35
2023-07-14 20:38:54,605 semantic_segmentation INFO: Iters: 31560/50000 || Lr: 0.008150 || Task Loss: 0.3227 || KD Loss: 0.1245|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:34:37 || Estimated Time: 18:26:59
2023-07-14 20:39:30,743 semantic_segmentation INFO: Iters: 31570/50000 || Lr: 0.008146 || Task Loss: 0.2721 || KD Loss: 0.1151|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:35:13 || Estimated Time: 18:26:23
2023-07-14 20:40:07,112 semantic_segmentation INFO: Iters: 31580/50000 || Lr: 0.008142 || Task Loss: 0.2815 || KD Loss: 0.1193|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:35:50 || Estimated Time: 18:25:47
2023-07-14 20:40:43,439 semantic_segmentation INFO: Iters: 31590/50000 || Lr: 0.008138 || Task Loss: 0.3025 || KD Loss: 0.1339|| 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: 1 day, 7:36:26 || Estimated Time: 18:25:11
2023-07-14 20:41:20,047 semantic_segmentation INFO: Iters: 31600/50000 || Lr: 0.008134 || Task Loss: 0.2556 || KD Loss: 0.1087|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:37:03 || Estimated Time: 18:24:35
2023-07-14 20:41:56,449 semantic_segmentation INFO: Iters: 31610/50000 || Lr: 0.008130 || Task Loss: 0.3102 || KD Loss: 0.1379|| 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: 1 day, 7:37:39 || Estimated Time: 18:24:00
2023-07-14 20:42:32,852 semantic_segmentation INFO: Iters: 31620/50000 || Lr: 0.008126 || Task Loss: 0.2714 || KD Loss: 0.0814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:38:15 || Estimated Time: 18:23:24
2023-07-14 20:43:09,072 semantic_segmentation INFO: Iters: 31630/50000 || Lr: 0.008122 || Task Loss: 0.2567 || KD Loss: 0.0747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:38:52 || Estimated Time: 18:22:48
2023-07-14 20:43:45,484 semantic_segmentation INFO: Iters: 31640/50000 || Lr: 0.008118 || Task Loss: 0.2317 || KD Loss: 0.0850|| 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: 1 day, 7:39:28 || Estimated Time: 18:22:12
2023-07-14 20:44:21,775 semantic_segmentation INFO: Iters: 31650/50000 || Lr: 0.008114 || Task Loss: 0.3220 || KD Loss: 0.1183|| 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: 1 day, 7:40:04 || Estimated Time: 18:21:36
2023-07-14 20:44:58,498 semantic_segmentation INFO: Iters: 31660/50000 || Lr: 0.008110 || Task Loss: 0.2787 || KD Loss: 0.0899|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:40:41 || Estimated Time: 18:21:01
2023-07-14 20:45:34,821 semantic_segmentation INFO: Iters: 31670/50000 || Lr: 0.008106 || Task Loss: 0.3721 || KD Loss: 0.1165|| 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: 1 day, 7:41:17 || Estimated Time: 18:20:25
2023-07-14 20:46:10,920 semantic_segmentation INFO: Iters: 31680/50000 || Lr: 0.008102 || Task Loss: 0.2552 || KD Loss: 0.0909|| 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: 1 day, 7:41:53 || Estimated Time: 18:19:49
2023-07-14 20:46:47,367 semantic_segmentation INFO: Iters: 31690/50000 || Lr: 0.008098 || Task Loss: 0.3725 || KD Loss: 0.1157|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:42:30 || Estimated Time: 18:19:13
2023-07-14 20:47:23,561 semantic_segmentation INFO: Iters: 31700/50000 || Lr: 0.008094 || Task Loss: 0.2408 || KD Loss: 0.0776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:43:06 || Estimated Time: 18:18:37
2023-07-14 20:48:00,118 semantic_segmentation INFO: Iters: 31710/50000 || Lr: 0.008090 || Task Loss: 0.3312 || KD Loss: 0.1184|| 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: 1 day, 7:43:43 || Estimated Time: 18:18:01
2023-07-14 20:48:36,383 semantic_segmentation INFO: Iters: 31720/50000 || Lr: 0.008086 || Task Loss: 0.2500 || KD Loss: 0.0954|| 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 day, 7:44:19 || Estimated Time: 18:17:26
2023-07-14 20:49:12,889 semantic_segmentation INFO: Iters: 31730/50000 || Lr: 0.008082 || Task Loss: 0.2605 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1192|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:44:55 || Estimated Time: 18:16:50
2023-07-14 20:49:49,295 semantic_segmentation INFO: Iters: 31740/50000 || Lr: 0.008078 || Task Loss: 0.5079 || KD Loss: 0.2174|| 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 day, 7:45:32 || Estimated Time: 18:16:14
2023-07-14 20:50:25,689 semantic_segmentation INFO: Iters: 31750/50000 || Lr: 0.008074 || Task Loss: 0.3423 || KD Loss: 0.1253|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1230|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:46:08 || Estimated Time: 18:15:38
2023-07-14 20:51:02,057 semantic_segmentation INFO: Iters: 31760/50000 || Lr: 0.008071 || Task Loss: 0.3657 || KD Loss: 0.1457|| 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: 1 day, 7:46:45 || Estimated Time: 18:15:02
2023-07-14 20:51:38,388 semantic_segmentation INFO: Iters: 31770/50000 || Lr: 0.008067 || Task Loss: 0.3075 || KD Loss: 0.1054|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1209|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:47:21 || Estimated Time: 18:14:27
2023-07-14 20:52:14,900 semantic_segmentation INFO: Iters: 31780/50000 || Lr: 0.008063 || Task Loss: 0.4417 || KD Loss: 0.1275|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:47:57 || Estimated Time: 18:13:51
2023-07-14 20:52:51,474 semantic_segmentation INFO: Iters: 31790/50000 || Lr: 0.008059 || Task Loss: 0.1973 || KD Loss: 0.0651|| 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 day, 7:48:34 || Estimated Time: 18:13:15
2023-07-14 20:53:27,833 semantic_segmentation INFO: Iters: 31800/50000 || Lr: 0.008055 || Task Loss: 0.2775 || KD Loss: 0.1016|| 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, 7:49:10 || Estimated Time: 18:12:39
2023-07-14 20:54:04,243 semantic_segmentation INFO: Iters: 31810/50000 || Lr: 0.008051 || Task Loss: 0.3005 || KD Loss: 0.1177|| 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: 1 day, 7:49:47 || Estimated Time: 18:12:04
2023-07-14 20:54:40,673 semantic_segmentation INFO: Iters: 31820/50000 || Lr: 0.008047 || Task Loss: 0.2750 || KD Loss: 0.0930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:50:23 || Estimated Time: 18:11:28
2023-07-14 20:55:17,153 semantic_segmentation INFO: Iters: 31830/50000 || Lr: 0.008043 || Task Loss: 0.2693 || KD Loss: 0.1031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:51:00 || Estimated Time: 18:10:52
2023-07-14 20:55:53,479 semantic_segmentation INFO: Iters: 31840/50000 || Lr: 0.008039 || Task Loss: 0.3383 || KD Loss: 0.1101|| 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 day, 7:51:36 || Estimated Time: 18:10:16
2023-07-14 20:56:29,988 semantic_segmentation INFO: Iters: 31850/50000 || Lr: 0.008035 || Task Loss: 0.3253 || KD Loss: 0.1031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:52:12 || Estimated Time: 18:09:40
2023-07-14 20:57:06,494 semantic_segmentation INFO: Iters: 31860/50000 || Lr: 0.008031 || Task Loss: 0.3159 || KD Loss: 0.1191|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:52:49 || Estimated Time: 18:09:05
2023-07-14 20:57:43,045 semantic_segmentation INFO: Iters: 31870/50000 || Lr: 0.008027 || Task Loss: 0.4234 || KD Loss: 0.1549|| 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: 1 day, 7:53:26 || Estimated Time: 18:08:29
2023-07-14 20:58:19,554 semantic_segmentation INFO: Iters: 31880/50000 || Lr: 0.008023 || Task Loss: 0.2042 || KD Loss: 0.0780|| 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 day, 7:54:02 || Estimated Time: 18:07:53
2023-07-14 20:58:56,090 semantic_segmentation INFO: Iters: 31890/50000 || Lr: 0.008019 || Task Loss: 0.2542 || KD Loss: 0.0784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1162|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:54:39 || Estimated Time: 18:07:17
2023-07-14 20:59:32,593 semantic_segmentation INFO: Iters: 31900/50000 || Lr: 0.008015 || Task Loss: 0.2429 || KD Loss: 0.0935|| 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: 1 day, 7:55:15 || Estimated Time: 18:06:42
2023-07-14 21:00:09,177 semantic_segmentation INFO: Iters: 31910/50000 || Lr: 0.008011 || Task Loss: 0.2665 || KD Loss: 0.0760|| 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: 1 day, 7:55:52 || Estimated Time: 18:06:06
2023-07-14 21:00:45,511 semantic_segmentation INFO: Iters: 31920/50000 || Lr: 0.008007 || Task Loss: 0.2195 || KD Loss: 0.0663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:56:28 || Estimated Time: 18:05:30
2023-07-14 21:01:21,881 semantic_segmentation INFO: Iters: 31930/50000 || Lr: 0.008003 || Task Loss: 0.3420 || KD Loss: 0.1209|| 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: 1 day, 7:57:04 || Estimated Time: 18:04:54
2023-07-14 21:01:58,627 semantic_segmentation INFO: Iters: 31940/50000 || Lr: 0.007999 || Task Loss: 0.2478 || KD Loss: 0.0694|| 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 day, 7:57:41 || Estimated Time: 18:04:19
2023-07-14 21:02:35,086 semantic_segmentation INFO: Iters: 31950/50000 || Lr: 0.007995 || Task Loss: 0.3885 || KD Loss: 0.1381|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 7:58:18 || Estimated Time: 18:03:43
2023-07-14 21:03:11,581 semantic_segmentation INFO: Iters: 31960/50000 || Lr: 0.007991 || Task Loss: 0.3757 || KD Loss: 0.1473|| 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: 1 day, 7:58:54 || Estimated Time: 18:03:07
2023-07-14 21:03:48,068 semantic_segmentation INFO: Iters: 31970/50000 || Lr: 0.007987 || Task Loss: 0.2804 || KD Loss: 0.0841|| 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: 1 day, 7:59:31 || Estimated Time: 18:02:31
2023-07-14 21:04:24,431 semantic_segmentation INFO: Iters: 31980/50000 || Lr: 0.007983 || Task Loss: 0.3059 || KD Loss: 0.1381|| 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: 1 day, 8:00:07 || Estimated Time: 18:01:56
2023-07-14 21:05:01,373 semantic_segmentation INFO: Iters: 31990/50000 || Lr: 0.007979 || Task Loss: 0.4472 || KD Loss: 0.1952|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1145|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:00:44 || Estimated Time: 18:01:20
2023-07-14 21:05:37,395 semantic_segmentation INFO: Iters: 32000/50000 || Lr: 0.007975 || Task Loss: 0.3068 || KD Loss: 0.1059|| 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: 1 day, 8:01:20 || Estimated Time: 18:00:44
2023-07-14 21:05:37,608 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 21:05:38,121 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.962, mIoU: 0.385
2023-07-14 21:05:38,302 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.967, mIoU: 0.451
2023-07-14 21:05:38,428 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.966, mIoU: 0.468
2023-07-14 21:05:38,559 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.499
2023-07-14 21:05:38,694 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.966, mIoU: 0.490
2023-07-14 21:05:38,825 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.964, mIoU: 0.491
2023-07-14 21:05:38,957 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.499
2023-07-14 21:05:39,092 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.542
2023-07-14 21:05:39,223 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.578
2023-07-14 21:05:39,353 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.956, mIoU: 0.601
2023-07-14 21:05:39,486 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.954, mIoU: 0.607
2023-07-14 21:05:39,617 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.951, mIoU: 0.633
2023-07-14 21:05:39,747 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.949, mIoU: 0.629
2023-07-14 21:05:39,874 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.948, mIoU: 0.621
2023-07-14 21:05:40,007 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.947, mIoU: 0.623
2023-07-14 21:05:40,142 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.946, mIoU: 0.614
2023-07-14 21:05:40,273 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.945, mIoU: 0.616
2023-07-14 21:05:40,407 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.945, mIoU: 0.617
2023-07-14 21:05:40,541 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.944, mIoU: 0.621
2023-07-14 21:05:40,671 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.944, mIoU: 0.628
2023-07-14 21:05:40,803 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.944, mIoU: 0.629
2023-07-14 21:05:40,937 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.936, mIoU: 0.614
2023-07-14 21:05:41,069 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.936, mIoU: 0.617
2023-07-14 21:05:41,200 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.936, mIoU: 0.626
2023-07-14 21:05:41,335 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.935, mIoU: 0.638
2023-07-14 21:05:41,468 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.935, mIoU: 0.642
2023-07-14 21:05:41,602 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.935, mIoU: 0.631
2023-07-14 21:05:41,732 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.934, mIoU: 0.628
2023-07-14 21:05:41,865 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.934, mIoU: 0.636
2023-07-14 21:05:42,000 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.934, mIoU: 0.648
2023-07-14 21:05:42,128 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.934, mIoU: 0.647
2023-07-14 21:05:42,262 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.934, mIoU: 0.646
2023-07-14 21:05:42,399 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.935, mIoU: 0.647
2023-07-14 21:05:42,530 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.935, mIoU: 0.646
2023-07-14 21:05:42,664 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.935, mIoU: 0.648
2023-07-14 21:05:42,799 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.935, mIoU: 0.645
2023-07-14 21:05:42,930 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.935, mIoU: 0.643
2023-07-14 21:05:43,064 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.934, mIoU: 0.640
2023-07-14 21:05:43,200 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.933, mIoU: 0.637
2023-07-14 21:05:43,332 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.934, mIoU: 0.638
2023-07-14 21:05:43,463 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.934, mIoU: 0.637
2023-07-14 21:05:43,598 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.934, mIoU: 0.637
2023-07-14 21:05:43,730 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.935, mIoU: 0.636
2023-07-14 21:05:43,863 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.935, mIoU: 0.635
2023-07-14 21:05:43,994 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.935, mIoU: 0.634
2023-07-14 21:05:44,128 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.935, mIoU: 0.635
2023-07-14 21:05:44,263 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.936, mIoU: 0.635
2023-07-14 21:05:44,394 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.936, mIoU: 0.634
2023-07-14 21:05:44,528 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.937, mIoU: 0.638
2023-07-14 21:05:44,661 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-14 21:05:44,792 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.936, mIoU: 0.639
2023-07-14 21:05:44,925 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.936, mIoU: 0.640
2023-07-14 21:05:45,059 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.935, mIoU: 0.641
2023-07-14 21:05:45,189 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.935, mIoU: 0.642
2023-07-14 21:05:45,323 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.933, mIoU: 0.640
2023-07-14 21:05:45,458 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.933, mIoU: 0.635
2023-07-14 21:05:45,590 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.933, mIoU: 0.635
2023-07-14 21:05:45,724 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.934, mIoU: 0.642
2023-07-14 21:05:45,859 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.934, mIoU: 0.645
2023-07-14 21:05:45,990 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.934, mIoU: 0.643
2023-07-14 21:05:46,122 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.933, mIoU: 0.647
2023-07-14 21:05:46,257 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.933, mIoU: 0.648
2023-07-14 21:05:46,389 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.933, mIoU: 0.646
2023-07-14 21:05:46,520 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.933, mIoU: 0.650
2023-07-14 21:05:46,651 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.933, mIoU: 0.653
2023-07-14 21:05:46,785 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.933, mIoU: 0.653
2023-07-14 21:05:46,917 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.932, mIoU: 0.651
2023-07-14 21:05:47,048 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.932, mIoU: 0.653
2023-07-14 21:05:47,182 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.932, mIoU: 0.651
2023-07-14 21:05:47,316 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.932, mIoU: 0.651
2023-07-14 21:05:47,445 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.933, mIoU: 0.652
2023-07-14 21:05:47,580 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.933, mIoU: 0.651
2023-07-14 21:05:47,715 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.933, mIoU: 0.649
2023-07-14 21:05:47,847 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.933, mIoU: 0.648
2023-07-14 21:05:47,981 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.933, mIoU: 0.646
2023-07-14 21:05:48,116 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.933, mIoU: 0.645
2023-07-14 21:05:48,247 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.933, mIoU: 0.645
2023-07-14 21:05:48,381 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.933, mIoU: 0.645
2023-07-14 21:05:48,516 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.933, mIoU: 0.644
2023-07-14 21:05:48,649 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.933, mIoU: 0.646
2023-07-14 21:05:48,782 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.933, mIoU: 0.648
2023-07-14 21:05:48,916 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.933, mIoU: 0.648
2023-07-14 21:05:49,049 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.932, mIoU: 0.646
2023-07-14 21:05:49,181 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.931, mIoU: 0.644
2023-07-14 21:05:49,311 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.929, mIoU: 0.641
2023-07-14 21:05:49,445 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.929, mIoU: 0.640
2023-07-14 21:05:49,579 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.929, mIoU: 0.641
2023-07-14 21:05:49,710 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.929, mIoU: 0.641
2023-07-14 21:05:49,845 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.929, mIoU: 0.641
2023-07-14 21:05:49,979 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.930, mIoU: 0.641
2023-07-14 21:05:50,111 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.930, mIoU: 0.641
2023-07-14 21:05:50,244 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.929, mIoU: 0.645
2023-07-14 21:05:50,379 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.929, mIoU: 0.645
2023-07-14 21:05:50,510 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.929, mIoU: 0.645
2023-07-14 21:05:50,645 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.930, mIoU: 0.645
2023-07-14 21:05:50,780 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.930, mIoU: 0.646
2023-07-14 21:05:50,913 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.930, mIoU: 0.646
2023-07-14 21:05:51,048 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.930, mIoU: 0.646
2023-07-14 21:05:51,184 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.930, mIoU: 0.647
2023-07-14 21:05:51,316 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.930, mIoU: 0.648
2023-07-14 21:05:51,450 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.928, mIoU: 0.647
2023-07-14 21:05:51,587 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.928, mIoU: 0.646
2023-07-14 21:05:51,718 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.928, mIoU: 0.645
2023-07-14 21:05:51,850 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.928, mIoU: 0.645
2023-07-14 21:05:51,980 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.928, mIoU: 0.645
2023-07-14 21:05:52,113 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.928, mIoU: 0.645
2023-07-14 21:05:52,247 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.929, mIoU: 0.645
2023-07-14 21:05:52,375 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.929, mIoU: 0.646
2023-07-14 21:05:52,508 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.929, mIoU: 0.646
2023-07-14 21:05:52,642 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.928, mIoU: 0.645
2023-07-14 21:05:52,772 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.928, mIoU: 0.645
2023-07-14 21:05:52,906 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.928, mIoU: 0.644
2023-07-14 21:05:53,042 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.929, mIoU: 0.644
2023-07-14 21:05:53,171 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.929, mIoU: 0.644
2023-07-14 21:05:53,305 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.929, mIoU: 0.644
2023-07-14 21:05:53,437 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.929, mIoU: 0.643
2023-07-14 21:05:53,568 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.929, mIoU: 0.646
2023-07-14 21:05:53,698 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.929, mIoU: 0.644
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2023-07-14 21:06:21,003 semantic_segmentation INFO: Sample: 323, Validation pixAcc: 0.931, mIoU: 0.629
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2023-07-14 21:06:21,658 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.932, mIoU: 0.630
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2023-07-14 21:06:23,127 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.933, mIoU: 0.631
2023-07-14 21:06:23,258 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.933, mIoU: 0.632
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2023-07-14 21:06:24,044 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.933, mIoU: 0.633
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2023-07-14 21:06:25,914 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.934, mIoU: 0.634
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2023-07-14 21:06:27,106 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.935, mIoU: 0.636
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2023-07-14 21:06:28,825 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.936, mIoU: 0.638
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2023-07-14 21:06:31,857 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.937, mIoU: 0.640
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2023-07-14 21:06:32,378 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.938, mIoU: 0.640
2023-07-14 21:06:32,507 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.938, mIoU: 0.641
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2023-07-14 21:06:33,042 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.938, mIoU: 0.641
2023-07-14 21:06:33,175 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.938, mIoU: 0.641
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2023-07-14 21:06:34,089 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.938, mIoU: 0.642
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2023-07-14 21:06:34,753 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.939, mIoU: 0.642
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2023-07-14 21:06:35,024 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.939, mIoU: 0.642
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2023-07-14 21:06:36,739 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.939, mIoU: 0.643
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2023-07-14 21:06:37,008 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.940, mIoU: 0.643
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2023-07-14 21:06:37,282 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.940, mIoU: 0.643
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2023-07-14 21:06:40,085 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.941, mIoU: 0.647
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2023-07-14 21:06:43,001 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-14 21:06:43,130 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-14 21:06:43,261 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-14 21:06:43,390 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.941, mIoU: 0.648
2023-07-14 21:06:43,525 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.941, mIoU: 0.648
2023-07-14 21:06:43,657 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.941, mIoU: 0.648
2023-07-14 21:06:43,787 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.941, mIoU: 0.648
2023-07-14 21:06:43,921 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.941, mIoU: 0.648
2023-07-14 21:06:44,055 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.941, mIoU: 0.648
2023-07-14 21:06:44,184 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.941, mIoU: 0.648
2023-07-14 21:06:44,318 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.941, mIoU: 0.648
2023-07-14 21:06:44,453 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.942, mIoU: 0.648
2023-07-14 21:07:21,529 semantic_segmentation INFO: Iters: 32010/50000 || Lr: 0.007971 || Task Loss: 0.4196 || KD Loss: 0.1230|| 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: 1 day, 8:03:04 || Estimated Time: 18:00:46
2023-07-14 21:07:57,945 semantic_segmentation INFO: Iters: 32020/50000 || Lr: 0.007967 || Task Loss: 0.1935 || KD Loss: 0.0732|| 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 day, 8:03:40 || Estimated Time: 18:00:10
2023-07-14 21:08:34,348 semantic_segmentation INFO: Iters: 32030/50000 || Lr: 0.007963 || Task Loss: 0.2100 || KD Loss: 0.0684|| 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: 1 day, 8:04:17 || Estimated Time: 17:59:35
2023-07-14 21:09:10,863 semantic_segmentation INFO: Iters: 32040/50000 || Lr: 0.007959 || Task Loss: 0.3550 || KD Loss: 0.1058|| 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: 1 day, 8:04:53 || Estimated Time: 17:58:59
2023-07-14 21:09:47,364 semantic_segmentation INFO: Iters: 32050/50000 || Lr: 0.007955 || Task Loss: 0.3574 || KD Loss: 0.1392|| 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: 1 day, 8:05:30 || Estimated Time: 17:58:23
2023-07-14 21:10:23,941 semantic_segmentation INFO: Iters: 32060/50000 || Lr: 0.007951 || Task Loss: 0.6361 || KD Loss: 0.1783|| 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: 1 day, 8:06:06 || Estimated Time: 17:57:47
2023-07-14 21:11:00,434 semantic_segmentation INFO: Iters: 32070/50000 || Lr: 0.007947 || Task Loss: 0.3175 || KD Loss: 0.1167|| 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: 1 day, 8:06:43 || Estimated Time: 17:57:11
2023-07-14 21:11:36,942 semantic_segmentation INFO: Iters: 32080/50000 || Lr: 0.007943 || Task Loss: 0.2845 || KD Loss: 0.0857|| 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: 1 day, 8:07:19 || Estimated Time: 17:56:36
2023-07-14 21:12:13,784 semantic_segmentation INFO: Iters: 32090/50000 || Lr: 0.007939 || Task Loss: 0.3077 || KD Loss: 0.0846|| 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 day, 8:07:56 || Estimated Time: 17:56:00
2023-07-14 21:12:50,053 semantic_segmentation INFO: Iters: 32100/50000 || Lr: 0.007935 || Task Loss: 0.3263 || KD Loss: 0.1138|| 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: 1 day, 8:08:33 || Estimated Time: 17:55:24
2023-07-14 21:13:26,438 semantic_segmentation INFO: Iters: 32110/50000 || Lr: 0.007931 || Task Loss: 0.2926 || KD Loss: 0.0959|| 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: 1 day, 8:09:09 || Estimated Time: 17:54:48
2023-07-14 21:14:03,046 semantic_segmentation INFO: Iters: 32120/50000 || Lr: 0.007927 || Task Loss: 0.2368 || KD Loss: 0.1062|| 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: 1 day, 8:09:46 || Estimated Time: 17:54:13
2023-07-14 21:14:39,396 semantic_segmentation INFO: Iters: 32130/50000 || Lr: 0.007923 || Task Loss: 0.3792 || KD Loss: 0.1677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:10:22 || Estimated Time: 17:53:37
2023-07-14 21:15:15,622 semantic_segmentation INFO: Iters: 32140/50000 || Lr: 0.007919 || Task Loss: 0.3447 || KD Loss: 0.1341|| 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: 1 day, 8:10:58 || Estimated Time: 17:53:01
2023-07-14 21:15:52,575 semantic_segmentation INFO: Iters: 32150/50000 || Lr: 0.007915 || Task Loss: 0.3732 || KD Loss: 0.1214|| 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: 1 day, 8:11:35 || Estimated Time: 17:52:25
2023-07-14 21:16:29,014 semantic_segmentation INFO: Iters: 32160/50000 || Lr: 0.007911 || Task Loss: 0.3378 || KD Loss: 0.1146|| 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 day, 8:12:12 || Estimated Time: 17:51:49
2023-07-14 21:17:05,525 semantic_segmentation INFO: Iters: 32170/50000 || Lr: 0.007907 || Task Loss: 0.2683 || KD Loss: 0.1018|| 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: 1 day, 8:12:48 || Estimated Time: 17:51:14
2023-07-14 21:17:42,072 semantic_segmentation INFO: Iters: 32180/50000 || Lr: 0.007903 || Task Loss: 0.3053 || KD Loss: 0.1014|| 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 day, 8:13:25 || Estimated Time: 17:50:38
2023-07-14 21:18:18,293 semantic_segmentation INFO: Iters: 32190/50000 || Lr: 0.007899 || Task Loss: 0.2258 || KD Loss: 0.0713|| 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 day, 8:14:01 || Estimated Time: 17:50:02
2023-07-14 21:18:54,758 semantic_segmentation INFO: Iters: 32200/50000 || Lr: 0.007895 || Task Loss: 0.2594 || KD Loss: 0.0903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:14:37 || Estimated Time: 17:49:26
2023-07-14 21:19:31,341 semantic_segmentation INFO: Iters: 32210/50000 || Lr: 0.007891 || Task Loss: 0.3024 || KD Loss: 0.1027|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:15:14 || Estimated Time: 17:48:50
2023-07-14 21:20:08,206 semantic_segmentation INFO: Iters: 32220/50000 || Lr: 0.007887 || Task Loss: 0.2528 || KD Loss: 0.0924|| 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: 1 day, 8:15:51 || Estimated Time: 17:48:15
2023-07-14 21:20:44,716 semantic_segmentation INFO: Iters: 32230/50000 || Lr: 0.007883 || Task Loss: 0.2597 || KD Loss: 0.0947|| 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 day, 8:16:27 || Estimated Time: 17:47:39
2023-07-14 21:21:21,327 semantic_segmentation INFO: Iters: 32240/50000 || Lr: 0.007879 || Task Loss: 0.3857 || KD Loss: 0.1478|| 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: 1 day, 8:17:04 || Estimated Time: 17:47:03
2023-07-14 21:21:57,666 semantic_segmentation INFO: Iters: 32250/50000 || Lr: 0.007875 || Task Loss: 0.4528 || KD Loss: 0.1668|| 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 day, 8:17:40 || Estimated Time: 17:46:27
2023-07-14 21:22:34,102 semantic_segmentation INFO: Iters: 32260/50000 || Lr: 0.007871 || Task Loss: 0.3090 || KD Loss: 0.1194|| 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: 1 day, 8:18:17 || Estimated Time: 17:45:51
2023-07-14 21:23:10,581 semantic_segmentation INFO: Iters: 32270/50000 || Lr: 0.007867 || Task Loss: 0.2683 || KD Loss: 0.0855|| 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: 1 day, 8:18:53 || Estimated Time: 17:45:16
2023-07-14 21:23:47,415 semantic_segmentation INFO: Iters: 32280/50000 || Lr: 0.007863 || Task Loss: 0.3361 || KD Loss: 0.1132|| 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 day, 8:19:30 || Estimated Time: 17:44:40
2023-07-14 21:24:24,002 semantic_segmentation INFO: Iters: 32290/50000 || Lr: 0.007859 || Task Loss: 0.3239 || KD Loss: 0.1257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:20:07 || Estimated Time: 17:44:04
2023-07-14 21:25:00,470 semantic_segmentation INFO: Iters: 32300/50000 || Lr: 0.007855 || Task Loss: 0.3716 || KD Loss: 0.1569|| 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 day, 8:20:43 || Estimated Time: 17:43:28
2023-07-14 21:25:36,930 semantic_segmentation INFO: Iters: 32310/50000 || Lr: 0.007851 || Task Loss: 0.2843 || KD Loss: 0.1447|| 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: 1 day, 8:21:19 || Estimated Time: 17:42:53
2023-07-14 21:26:13,520 semantic_segmentation INFO: Iters: 32320/50000 || Lr: 0.007847 || Task Loss: 0.2831 || KD Loss: 0.1226|| 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 day, 8:21:56 || Estimated Time: 17:42:17
2023-07-14 21:26:50,176 semantic_segmentation INFO: Iters: 32330/50000 || Lr: 0.007843 || Task Loss: 0.2705 || KD Loss: 0.0809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:22:33 || Estimated Time: 17:41:41
2023-07-14 21:27:26,785 semantic_segmentation INFO: Iters: 32340/50000 || Lr: 0.007839 || Task Loss: 0.2688 || KD Loss: 0.0993|| 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: 1 day, 8:23:09 || Estimated Time: 17:41:05
2023-07-14 21:28:03,219 semantic_segmentation INFO: Iters: 32350/50000 || Lr: 0.007835 || Task Loss: 0.2910 || KD Loss: 0.1164|| 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 day, 8:23:46 || Estimated Time: 17:40:29
2023-07-14 21:28:40,064 semantic_segmentation INFO: Iters: 32360/50000 || Lr: 0.007831 || Task Loss: 0.2705 || KD Loss: 0.1136|| 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: 1 day, 8:24:23 || Estimated Time: 17:39:54
2023-07-14 21:29:16,454 semantic_segmentation INFO: Iters: 32370/50000 || Lr: 0.007827 || Task Loss: 0.3856 || KD Loss: 0.1282|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:24:59 || Estimated Time: 17:39:18
2023-07-14 21:29:53,140 semantic_segmentation INFO: Iters: 32380/50000 || Lr: 0.007823 || Task Loss: 0.2808 || KD Loss: 0.1307|| 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 day, 8:25:36 || Estimated Time: 17:38:42
2023-07-14 21:30:29,491 semantic_segmentation INFO: Iters: 32390/50000 || Lr: 0.007819 || Task Loss: 0.3414 || KD Loss: 0.1344|| 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: 1 day, 8:26:12 || Estimated Time: 17:38:06
2023-07-14 21:31:06,257 semantic_segmentation INFO: Iters: 32400/50000 || Lr: 0.007815 || Task Loss: 0.2727 || KD Loss: 0.1059|| 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: 1 day, 8:26:49 || Estimated Time: 17:37:31
2023-07-14 21:31:42,602 semantic_segmentation INFO: Iters: 32410/50000 || Lr: 0.007811 || Task Loss: 0.2856 || KD Loss: 0.0848|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:27:25 || Estimated Time: 17:36:55
2023-07-14 21:32:19,117 semantic_segmentation INFO: Iters: 32420/50000 || Lr: 0.007807 || Task Loss: 0.2833 || KD Loss: 0.1060|| 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 day, 8:28:02 || Estimated Time: 17:36:19
2023-07-14 21:32:56,170 semantic_segmentation INFO: Iters: 32430/50000 || Lr: 0.007803 || Task Loss: 0.3691 || KD Loss: 0.1176|| 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: 1 day, 8:28:39 || Estimated Time: 17:35:44
2023-07-14 21:33:32,750 semantic_segmentation INFO: Iters: 32440/50000 || Lr: 0.007799 || Task Loss: 0.3555 || KD Loss: 0.1133|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:29:15 || Estimated Time: 17:35:08
2023-07-14 21:34:09,023 semantic_segmentation INFO: Iters: 32450/50000 || Lr: 0.007795 || Task Loss: 0.2623 || KD Loss: 0.1287|| 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: 1 day, 8:29:52 || Estimated Time: 17:34:32
2023-07-14 21:34:45,748 semantic_segmentation INFO: Iters: 32460/50000 || Lr: 0.007791 || Task Loss: 0.2689 || KD Loss: 0.1051|| 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: 1 day, 8:30:28 || Estimated Time: 17:33:56
2023-07-14 21:35:22,308 semantic_segmentation INFO: Iters: 32470/50000 || Lr: 0.007787 || Task Loss: 0.2507 || KD Loss: 0.1020|| 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 day, 8:31:05 || Estimated Time: 17:33:20
2023-07-14 21:35:58,643 semantic_segmentation INFO: Iters: 32480/50000 || Lr: 0.007783 || Task Loss: 0.3993 || KD Loss: 0.1622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:31:41 || Estimated Time: 17:32:44
2023-07-14 21:36:35,307 semantic_segmentation INFO: Iters: 32490/50000 || Lr: 0.007779 || Task Loss: 0.3447 || KD Loss: 0.1087|| 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: 1 day, 8:32:18 || Estimated Time: 17:32:09
2023-07-14 21:37:11,988 semantic_segmentation INFO: Iters: 32500/50000 || Lr: 0.007775 || Task Loss: 0.3362 || KD Loss: 0.1054|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:32:54 || Estimated Time: 17:31:33
2023-07-14 21:37:48,417 semantic_segmentation INFO: Iters: 32510/50000 || Lr: 0.007771 || Task Loss: 0.3644 || KD Loss: 0.1018|| 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: 1 day, 8:33:31 || Estimated Time: 17:30:57
2023-07-14 21:38:25,152 semantic_segmentation INFO: Iters: 32520/50000 || Lr: 0.007767 || Task Loss: 0.2551 || KD Loss: 0.0862|| 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: 1 day, 8:34:08 || Estimated Time: 17:30:22
2023-07-14 21:39:01,553 semantic_segmentation INFO: Iters: 32530/50000 || Lr: 0.007763 || Task Loss: 0.3216 || KD Loss: 0.1231|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:34:44 || Estimated Time: 17:29:46
2023-07-14 21:39:38,124 semantic_segmentation INFO: Iters: 32540/50000 || Lr: 0.007759 || Task Loss: 0.5105 || KD Loss: 0.2106|| 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: 1 day, 8:35:21 || Estimated Time: 17:29:10
2023-07-14 21:40:15,127 semantic_segmentation INFO: Iters: 32550/50000 || Lr: 0.007755 || Task Loss: 0.2225 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:35:58 || Estimated Time: 17:28:34
2023-07-14 21:40:51,982 semantic_segmentation INFO: Iters: 32560/50000 || Lr: 0.007751 || Task Loss: 0.2895 || KD Loss: 0.1145|| 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: 1 day, 8:36:34 || Estimated Time: 17:27:59
2023-07-14 21:41:28,919 semantic_segmentation INFO: Iters: 32570/50000 || Lr: 0.007747 || Task Loss: 0.2622 || KD Loss: 0.0982|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:37:11 || Estimated Time: 17:27:23
2023-07-14 21:42:05,534 semantic_segmentation INFO: Iters: 32580/50000 || Lr: 0.007743 || Task Loss: 0.2394 || KD Loss: 0.0702|| 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: 1 day, 8:37:48 || Estimated Time: 17:26:47
2023-07-14 21:42:41,751 semantic_segmentation INFO: Iters: 32590/50000 || Lr: 0.007739 || Task Loss: 0.4828 || KD Loss: 0.2443|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:38:24 || Estimated Time: 17:26:11
2023-07-14 21:43:18,336 semantic_segmentation INFO: Iters: 32600/50000 || Lr: 0.007735 || Task Loss: 0.5620 || KD Loss: 0.2803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:39:01 || Estimated Time: 17:25:36
2023-07-14 21:43:54,761 semantic_segmentation INFO: Iters: 32610/50000 || Lr: 0.007731 || Task Loss: 0.3271 || KD Loss: 0.1182|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:39:37 || Estimated Time: 17:25:00
2023-07-14 21:44:31,461 semantic_segmentation INFO: Iters: 32620/50000 || Lr: 0.007727 || Task Loss: 0.4139 || KD Loss: 0.1754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:40:14 || Estimated Time: 17:24:24
2023-07-14 21:45:08,081 semantic_segmentation INFO: Iters: 32630/50000 || Lr: 0.007723 || Task Loss: 0.2590 || KD Loss: 0.0867|| 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: 1 day, 8:40:51 || Estimated Time: 17:23:48
2023-07-14 21:45:44,621 semantic_segmentation INFO: Iters: 32640/50000 || Lr: 0.007719 || Task Loss: 0.1992 || KD Loss: 0.0746|| 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: 1 day, 8:41:27 || Estimated Time: 17:23:12
2023-07-14 21:46:21,335 semantic_segmentation INFO: Iters: 32650/50000 || Lr: 0.007715 || Task Loss: 0.4892 || KD Loss: 0.2091|| 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: 1 day, 8:42:04 || Estimated Time: 17:22:37
2023-07-14 21:46:57,835 semantic_segmentation INFO: Iters: 32660/50000 || Lr: 0.007711 || Task Loss: 0.2811 || KD Loss: 0.1348|| 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: 1 day, 8:42:40 || Estimated Time: 17:22:01
2023-07-14 21:47:34,236 semantic_segmentation INFO: Iters: 32670/50000 || Lr: 0.007707 || Task Loss: 0.2616 || KD Loss: 0.1005|| 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 day, 8:43:17 || Estimated Time: 17:21:25
2023-07-14 21:48:10,896 semantic_segmentation INFO: Iters: 32680/50000 || Lr: 0.007703 || Task Loss: 0.3739 || KD Loss: 0.1165|| 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: 1 day, 8:43:53 || Estimated Time: 17:20:49
2023-07-14 21:48:47,329 semantic_segmentation INFO: Iters: 32690/50000 || Lr: 0.007699 || Task Loss: 0.3166 || KD Loss: 0.1132|| 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: 1 day, 8:44:30 || Estimated Time: 17:20:14
2023-07-14 21:49:23,886 semantic_segmentation INFO: Iters: 32700/50000 || Lr: 0.007695 || Task Loss: 0.2289 || KD Loss: 0.0818|| 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: 1 day, 8:45:06 || Estimated Time: 17:19:38
2023-07-14 21:50:00,740 semantic_segmentation INFO: Iters: 32710/50000 || Lr: 0.007691 || Task Loss: 0.2227 || KD Loss: 0.0757|| 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 day, 8:45:43 || Estimated Time: 17:19:02
2023-07-14 21:50:37,160 semantic_segmentation INFO: Iters: 32720/50000 || Lr: 0.007687 || Task Loss: 0.3341 || KD Loss: 0.1422|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:46:20 || Estimated Time: 17:18:26
2023-07-14 21:51:13,789 semantic_segmentation INFO: Iters: 32730/50000 || Lr: 0.007683 || Task Loss: 0.2915 || KD Loss: 0.0949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:46:56 || Estimated Time: 17:17:50
2023-07-14 21:51:50,111 semantic_segmentation INFO: Iters: 32740/50000 || Lr: 0.007679 || Task Loss: 0.3262 || KD Loss: 0.1394|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:47:33 || Estimated Time: 17:17:15
2023-07-14 21:52:27,249 semantic_segmentation INFO: Iters: 32750/50000 || Lr: 0.007675 || Task Loss: 0.2442 || KD Loss: 0.0662|| 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 day, 8:48:10 || Estimated Time: 17:16:39
2023-07-14 21:53:03,621 semantic_segmentation INFO: Iters: 32760/50000 || Lr: 0.007671 || Task Loss: 0.4552 || KD Loss: 0.1288|| 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 day, 8:48:46 || Estimated Time: 17:16:03
2023-07-14 21:53:40,283 semantic_segmentation INFO: Iters: 32770/50000 || Lr: 0.007667 || Task Loss: 0.2654 || KD Loss: 0.0996|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:49:23 || Estimated Time: 17:15:27
2023-07-14 21:54:16,646 semantic_segmentation INFO: Iters: 32780/50000 || Lr: 0.007663 || Task Loss: 0.2672 || KD Loss: 0.1370|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:49:59 || Estimated Time: 17:14:52
2023-07-14 21:54:53,144 semantic_segmentation INFO: Iters: 32790/50000 || Lr: 0.007659 || Task Loss: 0.3198 || KD Loss: 0.1214|| 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: 1 day, 8:50:36 || Estimated Time: 17:14:16
2023-07-14 21:55:30,191 semantic_segmentation INFO: Iters: 32800/50000 || Lr: 0.007655 || Task Loss: 0.3396 || KD Loss: 0.1041|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:51:13 || Estimated Time: 17:13:40
2023-07-14 21:55:30,436 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 21:55:30,981 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.961, mIoU: 0.385
2023-07-14 21:55:31,121 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.967, mIoU: 0.450
2023-07-14 21:55:31,255 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.966, mIoU: 0.466
2023-07-14 21:55:31,387 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.495
2023-07-14 21:55:31,516 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.966, mIoU: 0.489
2023-07-14 21:55:31,647 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.967, mIoU: 0.493
2023-07-14 21:55:31,779 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.492
2023-07-14 21:55:31,908 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.515
2023-07-14 21:55:32,041 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.551
2023-07-14 21:55:32,176 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.959, mIoU: 0.591
2023-07-14 21:55:32,306 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.956, mIoU: 0.597
2023-07-14 21:55:32,437 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.952, mIoU: 0.604
2023-07-14 21:55:32,570 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.951, mIoU: 0.615
2023-07-14 21:55:32,702 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.950, mIoU: 0.611
2023-07-14 21:55:32,833 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.948, mIoU: 0.604
2023-07-14 21:55:32,962 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.946, mIoU: 0.594
2023-07-14 21:55:33,095 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.945, mIoU: 0.596
2023-07-14 21:55:33,228 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.945, mIoU: 0.594
2023-07-14 21:55:33,359 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.944, mIoU: 0.600
2023-07-14 21:55:33,492 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.945, mIoU: 0.607
2023-07-14 21:55:33,626 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.945, mIoU: 0.609
2023-07-14 21:55:33,756 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.939, mIoU: 0.608
2023-07-14 21:55:33,890 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.939, mIoU: 0.611
2023-07-14 21:55:34,026 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.938, mIoU: 0.619
2023-07-14 21:55:34,158 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.937, mIoU: 0.631
2023-07-14 21:55:34,291 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.937, mIoU: 0.633
2023-07-14 21:55:34,427 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.936, mIoU: 0.624
2023-07-14 21:55:34,558 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.935, mIoU: 0.619
2023-07-14 21:55:34,689 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.935, mIoU: 0.626
2023-07-14 21:55:34,824 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.934, mIoU: 0.628
2023-07-14 21:55:34,956 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.934, mIoU: 0.626
2023-07-14 21:55:35,088 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.934, mIoU: 0.627
2023-07-14 21:55:35,221 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.935, mIoU: 0.628
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2023-07-14 21:55:36,025 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.934, mIoU: 0.618
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2023-07-14 21:55:37,092 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.937, mIoU: 0.616
2023-07-14 21:55:37,222 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.938, mIoU: 0.616
2023-07-14 21:55:37,351 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.938, mIoU: 0.621
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2023-07-14 21:55:38,001 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.935, mIoU: 0.619
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2023-07-14 21:55:38,266 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.933, mIoU: 0.614
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2023-07-14 21:55:48,970 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.930, mIoU: 0.622
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2023-07-14 21:56:27,586 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.938, mIoU: 0.621
2023-07-14 21:56:27,719 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.938, mIoU: 0.621
2023-07-14 21:56:27,847 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.938, mIoU: 0.621
2023-07-14 21:56:27,979 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.938, mIoU: 0.621
2023-07-14 21:56:28,115 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.938, mIoU: 0.621
2023-07-14 21:56:28,245 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.938, mIoU: 0.621
2023-07-14 21:56:28,381 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.938, mIoU: 0.622
2023-07-14 21:56:28,517 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.938, mIoU: 0.621
2023-07-14 21:56:28,648 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.938, mIoU: 0.621
2023-07-14 21:56:28,783 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.938, mIoU: 0.622
2023-07-14 21:56:28,919 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.938, mIoU: 0.622
2023-07-14 21:56:29,049 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.938, mIoU: 0.622
2023-07-14 21:56:29,180 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.938, mIoU: 0.622
2023-07-14 21:56:29,315 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.938, mIoU: 0.622
2023-07-14 21:56:29,446 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.938, mIoU: 0.622
2023-07-14 21:56:29,578 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.938, mIoU: 0.622
2023-07-14 21:56:29,709 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.939, mIoU: 0.622
2023-07-14 21:56:29,842 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.939, mIoU: 0.622
2023-07-14 21:56:29,976 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.939, mIoU: 0.622
2023-07-14 21:56:30,107 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.939, mIoU: 0.622
2023-07-14 21:56:30,244 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.939, mIoU: 0.622
2023-07-14 21:56:30,379 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.939, mIoU: 0.622
2023-07-14 21:56:30,510 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.939, mIoU: 0.622
2023-07-14 21:56:30,645 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.939, mIoU: 0.623
2023-07-14 21:56:30,781 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.939, mIoU: 0.623
2023-07-14 21:56:30,911 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.939, mIoU: 0.623
2023-07-14 21:56:31,046 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.939, mIoU: 0.623
2023-07-14 21:56:31,182 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.939, mIoU: 0.623
2023-07-14 21:56:31,314 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.939, mIoU: 0.623
2023-07-14 21:56:31,448 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.939, mIoU: 0.623
2023-07-14 21:56:31,584 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.939, mIoU: 0.623
2023-07-14 21:56:31,715 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.939, mIoU: 0.623
2023-07-14 21:56:31,850 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.939, mIoU: 0.624
2023-07-14 21:56:31,986 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.939, mIoU: 0.624
2023-07-14 21:56:32,118 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.940, mIoU: 0.624
2023-07-14 21:56:32,248 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.939, mIoU: 0.624
2023-07-14 21:56:32,384 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.939, mIoU: 0.624
2023-07-14 21:56:32,516 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.940, mIoU: 0.624
2023-07-14 21:56:32,648 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.940, mIoU: 0.624
2023-07-14 21:56:32,784 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.940, mIoU: 0.624
2023-07-14 21:56:32,915 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.940, mIoU: 0.624
2023-07-14 21:56:33,046 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.940, mIoU: 0.625
2023-07-14 21:56:33,172 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.940, mIoU: 0.625
2023-07-14 21:56:33,306 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.940, mIoU: 0.624
2023-07-14 21:56:33,442 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.940, mIoU: 0.624
2023-07-14 21:56:33,573 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.940, mIoU: 0.624
2023-07-14 21:56:33,708 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.940, mIoU: 0.624
2023-07-14 21:56:33,841 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.940, mIoU: 0.624
2023-07-14 21:56:33,971 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.940, mIoU: 0.624
2023-07-14 21:56:34,104 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.940, mIoU: 0.624
2023-07-14 21:56:34,234 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.940, mIoU: 0.624
2023-07-14 21:56:34,364 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.940, mIoU: 0.624
2023-07-14 21:56:34,495 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.940, mIoU: 0.624
2023-07-14 21:56:34,631 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.940, mIoU: 0.624
2023-07-14 21:56:34,763 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.940, mIoU: 0.624
2023-07-14 21:56:34,894 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.940, mIoU: 0.624
2023-07-14 21:56:35,021 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.940, mIoU: 0.624
2023-07-14 21:56:35,154 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.940, mIoU: 0.624
2023-07-14 21:56:35,288 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.940, mIoU: 0.624
2023-07-14 21:56:35,417 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.940, mIoU: 0.625
2023-07-14 21:56:35,552 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.940, mIoU: 0.624
2023-07-14 21:56:35,688 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.940, mIoU: 0.625
2023-07-14 21:56:35,819 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.940, mIoU: 0.625
2023-07-14 21:56:35,954 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.940, mIoU: 0.625
2023-07-14 21:56:36,090 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.940, mIoU: 0.625
2023-07-14 21:56:36,221 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.940, mIoU: 0.625
2023-07-14 21:56:36,355 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.940, mIoU: 0.626
2023-07-14 21:56:36,491 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.940, mIoU: 0.626
2023-07-14 21:56:36,622 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.940, mIoU: 0.626
2023-07-14 21:56:36,752 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.940, mIoU: 0.626
2023-07-14 21:56:36,886 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.940, mIoU: 0.626
2023-07-14 21:56:37,017 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.940, mIoU: 0.626
2023-07-14 21:56:37,149 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.940, mIoU: 0.626
2023-07-14 21:56:37,277 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.941, mIoU: 0.626
2023-07-14 21:56:37,410 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.941, mIoU: 0.626
2023-07-14 21:56:37,542 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.941, mIoU: 0.626
2023-07-14 21:57:14,047 semantic_segmentation INFO: Iters: 32810/50000 || Lr: 0.007651 || Task Loss: 0.2727 || KD Loss: 0.0886|| 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 day, 8:52:57 || Estimated Time: 17:13:40
2023-07-14 21:57:50,794 semantic_segmentation INFO: Iters: 32820/50000 || Lr: 0.007647 || Task Loss: 0.2439 || KD Loss: 0.1106|| 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 day, 8:53:33 || Estimated Time: 17:13:04
2023-07-14 21:58:27,532 semantic_segmentation INFO: Iters: 32830/50000 || Lr: 0.007643 || Task Loss: 0.3583 || KD Loss: 0.1253|| 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, 8:54:10 || Estimated Time: 17:12:28
2023-07-14 21:59:03,933 semantic_segmentation INFO: Iters: 32840/50000 || Lr: 0.007639 || Task Loss: 0.3954 || KD Loss: 0.1286|| 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: 1 day, 8:54:46 || Estimated Time: 17:11:52
2023-07-14 21:59:40,600 semantic_segmentation INFO: Iters: 32850/50000 || Lr: 0.007635 || Task Loss: 0.2551 || KD Loss: 0.0848|| 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 day, 8:55:23 || Estimated Time: 17:11:16
2023-07-14 22:00:17,137 semantic_segmentation INFO: Iters: 32860/50000 || Lr: 0.007631 || Task Loss: 0.3031 || KD Loss: 0.1004|| 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: 1 day, 8:56:00 || Estimated Time: 17:10:41
2023-07-14 22:00:53,597 semantic_segmentation INFO: Iters: 32870/50000 || Lr: 0.007627 || Task Loss: 0.2707 || KD Loss: 0.1123|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:56:36 || Estimated Time: 17:10:05
2023-07-14 22:01:30,135 semantic_segmentation INFO: Iters: 32880/50000 || Lr: 0.007623 || Task Loss: 0.3227 || KD Loss: 0.1075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:57:13 || Estimated Time: 17:09:29
2023-07-14 22:02:06,863 semantic_segmentation INFO: Iters: 32890/50000 || Lr: 0.007619 || Task Loss: 0.3287 || KD Loss: 0.1624|| 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 day, 8:57:49 || Estimated Time: 17:08:53
2023-07-14 22:02:43,351 semantic_segmentation INFO: Iters: 32900/50000 || Lr: 0.007615 || Task Loss: 0.4345 || KD Loss: 0.1741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 8:58:26 || Estimated Time: 17:08:17
2023-07-14 22:03:20,011 semantic_segmentation INFO: Iters: 32910/50000 || Lr: 0.007611 || Task Loss: 0.3810 || KD Loss: 0.1488|| 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: 1 day, 8:59:03 || Estimated Time: 17:07:41
2023-07-14 22:03:57,138 semantic_segmentation INFO: Iters: 32920/50000 || Lr: 0.007607 || Task Loss: 0.3209 || KD Loss: 0.1157|| 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 day, 8:59:40 || Estimated Time: 17:07:06
2023-07-14 22:04:33,849 semantic_segmentation INFO: Iters: 32930/50000 || Lr: 0.007603 || Task Loss: 0.2976 || KD Loss: 0.0924|| 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 day, 9:00:16 || Estimated Time: 17:06:30
2023-07-14 22:05:10,285 semantic_segmentation INFO: Iters: 32940/50000 || Lr: 0.007599 || Task Loss: 0.3749 || KD Loss: 0.1158|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:00:53 || Estimated Time: 17:05:54
2023-07-14 22:05:47,025 semantic_segmentation INFO: Iters: 32950/50000 || Lr: 0.007595 || Task Loss: 0.1662 || KD Loss: 0.0581|| 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: 1 day, 9:01:30 || Estimated Time: 17:05:19
2023-07-14 22:06:23,547 semantic_segmentation INFO: Iters: 32960/50000 || Lr: 0.007591 || Task Loss: 0.2356 || KD Loss: 0.0615|| 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 day, 9:02:06 || Estimated Time: 17:04:43
2023-07-14 22:07:00,073 semantic_segmentation INFO: Iters: 32970/50000 || Lr: 0.007587 || Task Loss: 0.3374 || KD Loss: 0.1506|| 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: 1 day, 9:02:43 || Estimated Time: 17:04:07
2023-07-14 22:07:37,020 semantic_segmentation INFO: Iters: 32980/50000 || Lr: 0.007583 || Task Loss: 0.2510 || KD Loss: 0.0940|| 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 day, 9:03:20 || Estimated Time: 17:03:31
2023-07-14 22:08:13,487 semantic_segmentation INFO: Iters: 32990/50000 || Lr: 0.007579 || Task Loss: 0.2761 || KD Loss: 0.1221|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:03:56 || Estimated Time: 17:02:55
2023-07-14 22:08:50,228 semantic_segmentation INFO: Iters: 33000/50000 || Lr: 0.007575 || Task Loss: 0.3039 || KD Loss: 0.0919|| 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: 1 day, 9:04:33 || Estimated Time: 17:02:20
2023-07-14 22:09:27,033 semantic_segmentation INFO: Iters: 33010/50000 || Lr: 0.007571 || Task Loss: 0.3810 || KD Loss: 0.1443|| 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: 1 day, 9:05:10 || Estimated Time: 17:01:44
2023-07-14 22:10:03,656 semantic_segmentation INFO: Iters: 33020/50000 || Lr: 0.007567 || Task Loss: 0.3755 || KD Loss: 0.1581|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1164|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:05:46 || Estimated Time: 17:01:08
2023-07-14 22:10:40,370 semantic_segmentation INFO: Iters: 33030/50000 || Lr: 0.007563 || Task Loss: 0.3102 || KD Loss: 0.0983|| 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: 1 day, 9:06:23 || Estimated Time: 17:00:32
2023-07-14 22:11:17,059 semantic_segmentation INFO: Iters: 33040/50000 || Lr: 0.007559 || Task Loss: 0.2730 || KD Loss: 0.0976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1180|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:07:00 || Estimated Time: 16:59:57
2023-07-14 22:11:53,842 semantic_segmentation INFO: Iters: 33050/50000 || Lr: 0.007555 || Task Loss: 0.2577 || KD Loss: 0.0962|| 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 day, 9:07:36 || Estimated Time: 16:59:21
2023-07-14 22:12:30,463 semantic_segmentation INFO: Iters: 33060/50000 || Lr: 0.007551 || Task Loss: 0.2599 || KD Loss: 0.0821|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:08:13 || Estimated Time: 16:58:45
2023-07-14 22:13:07,000 semantic_segmentation INFO: Iters: 33070/50000 || Lr: 0.007547 || Task Loss: 0.2888 || KD Loss: 0.0992|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:08:50 || Estimated Time: 16:58:09
2023-07-14 22:13:43,490 semantic_segmentation INFO: Iters: 33080/50000 || Lr: 0.007543 || Task Loss: 0.2537 || KD Loss: 0.0930|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:09:26 || Estimated Time: 16:57:33
2023-07-14 22:14:20,222 semantic_segmentation INFO: Iters: 33090/50000 || Lr: 0.007539 || Task Loss: 0.2240 || KD Loss: 0.0947|| 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 day, 9:10:03 || Estimated Time: 16:56:58
2023-07-14 22:14:57,244 semantic_segmentation INFO: Iters: 33100/50000 || Lr: 0.007535 || Task Loss: 0.2140 || KD Loss: 0.0717|| 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: 1 day, 9:10:40 || Estimated Time: 16:56:22
2023-07-14 22:15:33,912 semantic_segmentation INFO: Iters: 33110/50000 || Lr: 0.007531 || Task Loss: 0.3377 || KD Loss: 0.1096|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:11:16 || Estimated Time: 16:55:46
2023-07-14 22:16:10,808 semantic_segmentation INFO: Iters: 33120/50000 || Lr: 0.007527 || Task Loss: 0.2723 || KD Loss: 0.0717|| 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 day, 9:11:53 || Estimated Time: 16:55:10
2023-07-14 22:16:47,771 semantic_segmentation INFO: Iters: 33130/50000 || Lr: 0.007523 || Task Loss: 0.3616 || KD Loss: 0.1418|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:12:30 || Estimated Time: 16:54:35
2023-07-14 22:17:24,169 semantic_segmentation INFO: Iters: 33140/50000 || Lr: 0.007519 || Task Loss: 0.3719 || KD Loss: 0.2055|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:13:07 || Estimated Time: 16:53:59
2023-07-14 22:18:00,778 semantic_segmentation INFO: Iters: 33150/50000 || Lr: 0.007515 || Task Loss: 0.2686 || KD Loss: 0.0924|| 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: 1 day, 9:13:43 || Estimated Time: 16:53:23
2023-07-14 22:18:37,425 semantic_segmentation INFO: Iters: 33160/50000 || Lr: 0.007511 || Task Loss: 0.2485 || KD Loss: 0.1008|| 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 day, 9:14:20 || Estimated Time: 16:52:47
2023-07-14 22:19:13,791 semantic_segmentation INFO: Iters: 33170/50000 || Lr: 0.007507 || Task Loss: 0.2202 || KD Loss: 0.0878|| 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: 1 day, 9:14:56 || Estimated Time: 16:52:11
2023-07-14 22:19:50,890 semantic_segmentation INFO: Iters: 33180/50000 || Lr: 0.007503 || Task Loss: 0.2479 || KD Loss: 0.0662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:15:33 || Estimated Time: 16:51:36
2023-07-14 22:20:27,472 semantic_segmentation INFO: Iters: 33190/50000 || Lr: 0.007499 || Task Loss: 0.3217 || KD Loss: 0.1099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:16:10 || Estimated Time: 16:51:00
2023-07-14 22:21:04,073 semantic_segmentation INFO: Iters: 33200/50000 || Lr: 0.007495 || Task Loss: 0.3512 || KD Loss: 0.1054|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:16:47 || Estimated Time: 16:50:24
2023-07-14 22:21:40,927 semantic_segmentation INFO: Iters: 33210/50000 || Lr: 0.007491 || Task Loss: 0.2872 || KD Loss: 0.1217|| 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: 1 day, 9:17:23 || Estimated Time: 16:49:48
2023-07-14 22:22:17,325 semantic_segmentation INFO: Iters: 33220/50000 || Lr: 0.007487 || Task Loss: 0.3493 || KD Loss: 0.1102|| 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: 1 day, 9:18:00 || Estimated Time: 16:49:12
2023-07-14 22:22:54,245 semantic_segmentation INFO: Iters: 33230/50000 || Lr: 0.007483 || Task Loss: 0.2329 || KD Loss: 0.0827|| 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, 9:18:37 || Estimated Time: 16:48:37
2023-07-14 22:23:30,722 semantic_segmentation INFO: Iters: 33240/50000 || Lr: 0.007479 || Task Loss: 0.2542 || KD Loss: 0.0777|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:19:13 || Estimated Time: 16:48:01
2023-07-14 22:24:07,415 semantic_segmentation INFO: Iters: 33250/50000 || Lr: 0.007475 || Task Loss: 0.1802 || KD Loss: 0.0631|| 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: 1 day, 9:19:50 || Estimated Time: 16:47:25
2023-07-14 22:24:44,017 semantic_segmentation INFO: Iters: 33260/50000 || Lr: 0.007471 || Task Loss: 0.2536 || KD Loss: 0.0949|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:20:27 || Estimated Time: 16:46:49
2023-07-14 22:25:21,062 semantic_segmentation INFO: Iters: 33270/50000 || Lr: 0.007467 || Task Loss: 0.3081 || KD Loss: 0.0942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:21:04 || Estimated Time: 16:46:14
2023-07-14 22:25:57,819 semantic_segmentation INFO: Iters: 33280/50000 || Lr: 0.007463 || Task Loss: 0.2517 || KD Loss: 0.0826|| 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: 1 day, 9:21:40 || Estimated Time: 16:45:38
2023-07-14 22:26:34,885 semantic_segmentation INFO: Iters: 33290/50000 || Lr: 0.007459 || Task Loss: 0.2545 || KD Loss: 0.0939|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:22:17 || Estimated Time: 16:45:02
2023-07-14 22:27:11,428 semantic_segmentation INFO: Iters: 33300/50000 || Lr: 0.007455 || Task Loss: 0.3815 || KD Loss: 0.1342|| 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: 1 day, 9:22:54 || Estimated Time: 16:44:26
2023-07-14 22:27:48,064 semantic_segmentation INFO: Iters: 33310/50000 || Lr: 0.007451 || Task Loss: 0.2691 || KD Loss: 0.0931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:23:31 || Estimated Time: 16:43:51
2023-07-14 22:28:24,882 semantic_segmentation INFO: Iters: 33320/50000 || Lr: 0.007447 || Task Loss: 0.2264 || KD Loss: 0.1299|| 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 day, 9:24:07 || Estimated Time: 16:43:15
2023-07-14 22:29:01,960 semantic_segmentation INFO: Iters: 33330/50000 || Lr: 0.007443 || Task Loss: 0.3486 || KD Loss: 0.1146|| 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: 1 day, 9:24:44 || Estimated Time: 16:42:39
2023-07-14 22:29:38,372 semantic_segmentation INFO: Iters: 33340/50000 || Lr: 0.007439 || Task Loss: 0.3557 || KD Loss: 0.1638|| 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: 1 day, 9:25:21 || Estimated Time: 16:42:03
2023-07-14 22:30:15,217 semantic_segmentation INFO: Iters: 33350/50000 || Lr: 0.007435 || Task Loss: 0.3275 || KD Loss: 0.1045|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:25:58 || Estimated Time: 16:41:28
2023-07-14 22:30:51,895 semantic_segmentation INFO: Iters: 33360/50000 || Lr: 0.007431 || Task Loss: 0.2829 || KD Loss: 0.0721|| 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 day, 9:26:34 || Estimated Time: 16:40:52
2023-07-14 22:31:28,650 semantic_segmentation INFO: Iters: 33370/50000 || Lr: 0.007426 || Task Loss: 0.2537 || KD Loss: 0.0793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:27:11 || Estimated Time: 16:40:16
2023-07-14 22:32:05,382 semantic_segmentation INFO: Iters: 33380/50000 || Lr: 0.007422 || Task Loss: 0.2228 || KD Loss: 0.0876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:27:48 || Estimated Time: 16:39:40
2023-07-14 22:32:42,096 semantic_segmentation INFO: Iters: 33390/50000 || Lr: 0.007418 || Task Loss: 0.3980 || KD Loss: 0.1538|| 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: 1 day, 9:28:25 || Estimated Time: 16:39:05
2023-07-14 22:33:19,174 semantic_segmentation INFO: Iters: 33400/50000 || Lr: 0.007414 || Task Loss: 0.3715 || KD Loss: 0.1298|| 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: 1 day, 9:29:02 || Estimated Time: 16:38:29
2023-07-14 22:33:55,719 semantic_segmentation INFO: Iters: 33410/50000 || Lr: 0.007410 || Task Loss: 0.2427 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:29:38 || Estimated Time: 16:37:53
2023-07-14 22:34:32,839 semantic_segmentation INFO: Iters: 33420/50000 || Lr: 0.007406 || Task Loss: 0.2499 || KD Loss: 0.1034|| 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: 1 day, 9:30:15 || Estimated Time: 16:37:18
2023-07-14 22:35:09,712 semantic_segmentation INFO: Iters: 33430/50000 || Lr: 0.007402 || Task Loss: 0.3690 || KD Loss: 0.1475|| 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: 1 day, 9:30:52 || Estimated Time: 16:36:42
2023-07-14 22:35:46,279 semantic_segmentation INFO: Iters: 33440/50000 || Lr: 0.007398 || Task Loss: 0.3329 || KD Loss: 0.1026|| 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: 1 day, 9:31:29 || Estimated Time: 16:36:06
2023-07-14 22:36:23,340 semantic_segmentation INFO: Iters: 33450/50000 || Lr: 0.007394 || Task Loss: 0.2080 || KD Loss: 0.0937|| 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: 1 day, 9:32:06 || Estimated Time: 16:35:30
2023-07-14 22:36:59,736 semantic_segmentation INFO: Iters: 33460/50000 || Lr: 0.007390 || Task Loss: 0.2774 || KD Loss: 0.0900|| 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: 1 day, 9:32:42 || Estimated Time: 16:34:54
2023-07-14 22:37:36,859 semantic_segmentation INFO: Iters: 33470/50000 || Lr: 0.007386 || Task Loss: 0.2433 || KD Loss: 0.1266|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:33:19 || Estimated Time: 16:34:19
2023-07-14 22:38:13,345 semantic_segmentation INFO: Iters: 33480/50000 || Lr: 0.007382 || Task Loss: 0.2893 || KD Loss: 0.0903|| 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: 1 day, 9:33:56 || Estimated Time: 16:33:43
2023-07-14 22:38:50,221 semantic_segmentation INFO: Iters: 33490/50000 || Lr: 0.007378 || Task Loss: 0.3195 || KD Loss: 0.1242|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:34:33 || Estimated Time: 16:33:07
2023-07-14 22:39:27,083 semantic_segmentation INFO: Iters: 33500/50000 || Lr: 0.007374 || Task Loss: 0.3562 || KD Loss: 0.1309|| 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: 1 day, 9:35:10 || Estimated Time: 16:32:32
2023-07-14 22:40:03,994 semantic_segmentation INFO: Iters: 33510/50000 || Lr: 0.007370 || Task Loss: 0.2920 || KD Loss: 0.0798|| 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: 1 day, 9:35:46 || Estimated Time: 16:31:56
2023-07-14 22:40:40,809 semantic_segmentation INFO: Iters: 33520/50000 || Lr: 0.007366 || Task Loss: 0.3034 || KD Loss: 0.0864|| 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: 1 day, 9:36:23 || Estimated Time: 16:31:20
2023-07-14 22:41:17,865 semantic_segmentation INFO: Iters: 33530/50000 || Lr: 0.007362 || Task Loss: 0.2478 || KD Loss: 0.0730|| 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: 1 day, 9:37:00 || Estimated Time: 16:30:45
2023-07-14 22:41:54,645 semantic_segmentation INFO: Iters: 33540/50000 || Lr: 0.007358 || Task Loss: 0.3813 || KD Loss: 0.1320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:37:37 || Estimated Time: 16:30:09
2023-07-14 22:42:31,174 semantic_segmentation INFO: Iters: 33550/50000 || Lr: 0.007354 || Task Loss: 0.2856 || KD Loss: 0.0888|| 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: 1 day, 9:38:14 || Estimated Time: 16:29:33
2023-07-14 22:43:07,784 semantic_segmentation INFO: Iters: 33560/50000 || Lr: 0.007350 || Task Loss: 0.2803 || KD Loss: 0.0919|| 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: 1 day, 9:38:50 || Estimated Time: 16:28:57
2023-07-14 22:43:44,497 semantic_segmentation INFO: Iters: 33570/50000 || Lr: 0.007346 || Task Loss: 0.4216 || KD Loss: 0.1356|| 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: 1 day, 9:39:27 || Estimated Time: 16:28:21
2023-07-14 22:44:21,612 semantic_segmentation INFO: Iters: 33580/50000 || Lr: 0.007342 || Task Loss: 0.3931 || KD Loss: 0.1353|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:40:04 || Estimated Time: 16:27:46
2023-07-14 22:44:58,175 semantic_segmentation INFO: Iters: 33590/50000 || Lr: 0.007338 || Task Loss: 0.2863 || KD Loss: 0.0853|| 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: 1 day, 9:40:41 || Estimated Time: 16:27:10
2023-07-14 22:45:35,265 semantic_segmentation INFO: Iters: 33600/50000 || Lr: 0.007334 || Task Loss: 0.2472 || KD Loss: 0.0817|| 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: 1 day, 9:41:18 || Estimated Time: 16:26:34
2023-07-14 22:45:35,472 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 22:45:36,138 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.950, mIoU: 0.380
2023-07-14 22:45:36,269 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.961, mIoU: 0.448
2023-07-14 22:45:36,400 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.959, mIoU: 0.452
2023-07-14 22:45:36,528 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.960, mIoU: 0.487
2023-07-14 22:45:36,662 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.962, mIoU: 0.483
2023-07-14 22:45:36,798 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.485
2023-07-14 22:45:36,930 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.485
2023-07-14 22:45:37,064 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.959, mIoU: 0.513
2023-07-14 22:45:37,200 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.959, mIoU: 0.547
2023-07-14 22:45:37,332 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.954, mIoU: 0.573
2023-07-14 22:45:37,464 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.953, mIoU: 0.581
2023-07-14 22:45:37,599 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.949, mIoU: 0.601
2023-07-14 22:45:37,733 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.948, mIoU: 0.614
2023-07-14 22:45:37,866 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.947, mIoU: 0.610
2023-07-14 22:45:37,996 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.947, mIoU: 0.617
2023-07-14 22:45:38,129 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.946, mIoU: 0.608
2023-07-14 22:45:38,264 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.945, mIoU: 0.612
2023-07-14 22:45:38,393 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.945, mIoU: 0.612
2023-07-14 22:45:38,526 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.944, mIoU: 0.619
2023-07-14 22:45:38,663 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.944, mIoU: 0.626
2023-07-14 22:45:38,795 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.945, mIoU: 0.628
2023-07-14 22:45:38,930 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.940, mIoU: 0.627
2023-07-14 22:45:39,064 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.941, mIoU: 0.630
2023-07-14 22:45:39,194 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.940, mIoU: 0.638
2023-07-14 22:45:39,329 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.939, mIoU: 0.651
2023-07-14 22:45:39,462 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.940, mIoU: 0.655
2023-07-14 22:45:39,592 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.939, mIoU: 0.643
2023-07-14 22:45:39,722 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.938, mIoU: 0.639
2023-07-14 22:45:39,852 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.938, mIoU: 0.644
2023-07-14 22:45:39,985 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.937, mIoU: 0.657
2023-07-14 22:45:40,117 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.937, mIoU: 0.654
2023-07-14 22:45:40,245 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.937, mIoU: 0.654
2023-07-14 22:45:40,379 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.938, mIoU: 0.656
2023-07-14 22:45:40,514 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.938, mIoU: 0.656
2023-07-14 22:45:40,642 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.938, mIoU: 0.657
2023-07-14 22:45:40,775 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.938, mIoU: 0.655
2023-07-14 22:45:40,909 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.937, mIoU: 0.651
2023-07-14 22:45:41,039 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.937, mIoU: 0.649
2023-07-14 22:45:41,172 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.936, mIoU: 0.643
2023-07-14 22:45:41,307 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.937, mIoU: 0.644
2023-07-14 22:45:41,438 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.937, mIoU: 0.643
2023-07-14 22:45:41,569 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.937, mIoU: 0.643
2023-07-14 22:45:41,700 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.938, mIoU: 0.642
2023-07-14 22:45:41,831 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.938, mIoU: 0.641
2023-07-14 22:45:41,962 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.938, mIoU: 0.639
2023-07-14 22:45:42,090 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.938, mIoU: 0.638
2023-07-14 22:45:42,222 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.939, mIoU: 0.639
2023-07-14 22:45:42,357 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.939, mIoU: 0.638
2023-07-14 22:45:42,485 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.939, mIoU: 0.644
2023-07-14 22:45:42,618 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.939, mIoU: 0.646
2023-07-14 22:45:42,754 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.939, mIoU: 0.646
2023-07-14 22:45:42,884 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.939, mIoU: 0.649
2023-07-14 22:45:43,018 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.938, mIoU: 0.649
2023-07-14 22:45:43,154 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-14 22:45:43,284 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.937, mIoU: 0.649
2023-07-14 22:45:43,415 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.937, mIoU: 0.648
2023-07-14 22:45:43,548 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.937, mIoU: 0.648
2023-07-14 22:45:43,681 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.937, mIoU: 0.654
2023-07-14 22:45:43,811 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.937, mIoU: 0.657
2023-07-14 22:45:43,938 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.937, mIoU: 0.655
2023-07-14 22:45:44,070 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.937, mIoU: 0.659
2023-07-14 22:45:44,203 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.937, mIoU: 0.661
2023-07-14 22:45:44,330 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.936, mIoU: 0.658
2023-07-14 22:45:44,462 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.937, mIoU: 0.662
2023-07-14 22:45:44,597 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.937, mIoU: 0.664
2023-07-14 22:45:44,727 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.936, mIoU: 0.664
2023-07-14 22:45:44,861 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.935, mIoU: 0.663
2023-07-14 22:45:44,996 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.935, mIoU: 0.664
2023-07-14 22:45:45,127 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.935, mIoU: 0.662
2023-07-14 22:45:45,261 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.935, mIoU: 0.662
2023-07-14 22:45:45,394 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.936, mIoU: 0.663
2023-07-14 22:45:45,524 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.936, mIoU: 0.661
2023-07-14 22:45:45,652 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.936, mIoU: 0.659
2023-07-14 22:45:45,779 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.936, mIoU: 0.658
2023-07-14 22:45:45,925 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.936, mIoU: 0.658
2023-07-14 22:45:46,073 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.936, mIoU: 0.656
2023-07-14 22:45:46,219 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.936, mIoU: 0.656
2023-07-14 22:45:46,366 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.936, mIoU: 0.656
2023-07-14 22:45:46,509 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.936, mIoU: 0.656
2023-07-14 22:45:46,652 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.936, mIoU: 0.657
2023-07-14 22:45:46,796 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.936, mIoU: 0.659
2023-07-14 22:45:46,938 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.936, mIoU: 0.659
2023-07-14 22:45:47,081 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.935, mIoU: 0.658
2023-07-14 22:45:47,221 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.935, mIoU: 0.656
2023-07-14 22:45:47,364 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.932, mIoU: 0.650
2023-07-14 22:45:47,505 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.932, mIoU: 0.650
2023-07-14 22:45:47,649 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.932, mIoU: 0.651
2023-07-14 22:45:47,792 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.932, mIoU: 0.651
2023-07-14 22:45:47,932 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.932, mIoU: 0.650
2023-07-14 22:45:48,074 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.933, mIoU: 0.650
2023-07-14 22:45:48,215 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.933, mIoU: 0.650
2023-07-14 22:45:48,353 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.932, mIoU: 0.658
2023-07-14 22:45:48,491 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.932, mIoU: 0.657
2023-07-14 22:45:48,629 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.933, mIoU: 0.657
2023-07-14 22:45:48,767 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.933, mIoU: 0.657
2023-07-14 22:45:48,904 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.933, mIoU: 0.658
2023-07-14 22:45:49,040 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.933, mIoU: 0.658
2023-07-14 22:45:49,176 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.933, mIoU: 0.657
2023-07-14 22:45:49,313 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.933, mIoU: 0.658
2023-07-14 22:45:49,448 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.933, mIoU: 0.658
2023-07-14 22:45:49,583 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.931, mIoU: 0.658
2023-07-14 22:45:49,719 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.931, mIoU: 0.656
2023-07-14 22:45:49,853 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.931, mIoU: 0.655
2023-07-14 22:45:49,986 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.931, mIoU: 0.655
2023-07-14 22:45:50,121 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.931, mIoU: 0.655
2023-07-14 22:45:50,253 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.931, mIoU: 0.655
2023-07-14 22:45:50,388 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.931, mIoU: 0.655
2023-07-14 22:45:50,525 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.932, mIoU: 0.656
2023-07-14 22:45:50,659 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.932, mIoU: 0.656
2023-07-14 22:45:50,793 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.931, mIoU: 0.655
2023-07-14 22:45:50,929 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.931, mIoU: 0.656
2023-07-14 22:45:51,062 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.931, mIoU: 0.655
2023-07-14 22:45:51,196 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.931, mIoU: 0.655
2023-07-14 22:45:51,332 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.931, mIoU: 0.654
2023-07-14 22:45:51,466 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.931, mIoU: 0.654
2023-07-14 22:45:51,599 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.931, mIoU: 0.654
2023-07-14 22:45:51,735 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.931, mIoU: 0.655
2023-07-14 22:45:51,870 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.931, mIoU: 0.653
2023-07-14 22:45:52,002 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.931, mIoU: 0.655
2023-07-14 22:45:52,137 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.931, mIoU: 0.655
2023-07-14 22:45:52,270 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.931, mIoU: 0.654
2023-07-14 22:45:52,404 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.931, mIoU: 0.654
2023-07-14 22:45:52,535 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.931, mIoU: 0.654
2023-07-14 22:45:52,671 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.931, mIoU: 0.657
2023-07-14 22:45:52,804 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.931, mIoU: 0.657
2023-07-14 22:45:52,936 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.932, mIoU: 0.660
2023-07-14 22:45:53,070 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.932, mIoU: 0.662
2023-07-14 22:45:53,204 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.932, mIoU: 0.662
2023-07-14 22:45:53,335 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.932, mIoU: 0.662
2023-07-14 22:45:53,468 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.932, mIoU: 0.662
2023-07-14 22:45:53,601 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.933, mIoU: 0.662
2023-07-14 22:45:53,730 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.933, mIoU: 0.662
2023-07-14 22:45:53,865 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.933, mIoU: 0.661
2023-07-14 22:45:54,000 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.933, mIoU: 0.661
2023-07-14 22:45:54,132 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.933, mIoU: 0.659
2023-07-14 22:45:54,265 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.933, mIoU: 0.659
2023-07-14 22:45:54,399 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.934, mIoU: 0.659
2023-07-14 22:45:54,531 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.933, mIoU: 0.655
2023-07-14 22:45:54,662 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.933, mIoU: 0.655
2023-07-14 22:45:54,796 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.933, mIoU: 0.657
2023-07-14 22:45:54,927 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.933, mIoU: 0.657
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2023-07-14 22:46:21,514 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.936, mIoU: 0.653
2023-07-14 22:46:21,650 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.936, mIoU: 0.654
2023-07-14 22:46:21,783 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.936, mIoU: 0.655
2023-07-14 22:46:21,919 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.936, mIoU: 0.655
2023-07-14 22:46:22,055 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.937, mIoU: 0.655
2023-07-14 22:46:22,187 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.937, mIoU: 0.655
2023-07-14 22:46:22,323 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.937, mIoU: 0.655
2023-07-14 22:46:22,458 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.937, mIoU: 0.655
2023-07-14 22:46:22,590 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.937, mIoU: 0.655
2023-07-14 22:46:22,722 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.937, mIoU: 0.655
2023-07-14 22:46:22,852 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.937, mIoU: 0.655
2023-07-14 22:46:22,987 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.937, mIoU: 0.655
2023-07-14 22:46:23,121 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.937, mIoU: 0.656
2023-07-14 22:46:23,253 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.937, mIoU: 0.656
2023-07-14 22:46:23,387 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.937, mIoU: 0.656
2023-07-14 22:46:23,522 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.937, mIoU: 0.656
2023-07-14 22:46:23,651 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.937, mIoU: 0.656
2023-07-14 22:46:23,786 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.937, mIoU: 0.656
2023-07-14 22:46:23,922 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.938, mIoU: 0.656
2023-07-14 22:46:24,054 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.938, mIoU: 0.656
2023-07-14 22:46:24,187 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.938, mIoU: 0.656
2023-07-14 22:46:24,321 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.938, mIoU: 0.656
2023-07-14 22:46:24,453 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.938, mIoU: 0.657
2023-07-14 22:46:24,587 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.938, mIoU: 0.656
2023-07-14 22:46:24,724 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.938, mIoU: 0.656
2023-07-14 22:46:24,855 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.938, mIoU: 0.656
2023-07-14 22:46:24,988 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.938, mIoU: 0.656
2023-07-14 22:46:25,123 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.938, mIoU: 0.657
2023-07-14 22:46:25,254 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.938, mIoU: 0.657
2023-07-14 22:46:25,386 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.938, mIoU: 0.656
2023-07-14 22:46:25,517 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.938, mIoU: 0.656
2023-07-14 22:46:25,649 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.938, mIoU: 0.657
2023-07-14 22:46:25,781 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.938, mIoU: 0.657
2023-07-14 22:46:25,911 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.938, mIoU: 0.657
2023-07-14 22:46:26,044 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.938, mIoU: 0.658
2023-07-14 22:46:26,179 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.939, mIoU: 0.657
2023-07-14 22:46:26,307 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.939, mIoU: 0.658
2023-07-14 22:46:26,441 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.939, mIoU: 0.658
2023-07-14 22:46:26,577 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.939, mIoU: 0.657
2023-07-14 22:46:26,708 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.939, mIoU: 0.657
2023-07-14 22:46:26,843 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.939, mIoU: 0.658
2023-07-14 22:46:26,979 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.939, mIoU: 0.658
2023-07-14 22:46:27,111 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.939, mIoU: 0.658
2023-07-14 22:46:27,244 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.939, mIoU: 0.658
2023-07-14 22:46:27,385 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.939, mIoU: 0.659
2023-07-14 22:46:27,516 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.939, mIoU: 0.659
2023-07-14 22:46:27,649 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.939, mIoU: 0.659
2023-07-14 22:46:27,785 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.939, mIoU: 0.659
2023-07-14 22:46:27,916 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.939, mIoU: 0.660
2023-07-14 22:46:28,048 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.939, mIoU: 0.660
2023-07-14 22:46:28,182 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.939, mIoU: 0.660
2023-07-14 22:46:28,314 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.939, mIoU: 0.660
2023-07-14 22:46:28,445 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.939, mIoU: 0.661
2023-07-14 22:46:28,574 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.940, mIoU: 0.661
2023-07-14 22:46:28,707 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.940, mIoU: 0.661
2023-07-14 22:46:28,840 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.940, mIoU: 0.661
2023-07-14 22:46:28,969 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.940, mIoU: 0.661
2023-07-14 22:46:29,103 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.940, mIoU: 0.661
2023-07-14 22:46:29,238 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.940, mIoU: 0.661
2023-07-14 22:46:29,370 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.940, mIoU: 0.661
2023-07-14 22:46:29,504 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.940, mIoU: 0.661
2023-07-14 22:46:29,640 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.940, mIoU: 0.661
2023-07-14 22:46:29,772 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.940, mIoU: 0.661
2023-07-14 22:46:29,906 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.940, mIoU: 0.661
2023-07-14 22:46:30,042 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.940, mIoU: 0.661
2023-07-14 22:46:30,174 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.940, mIoU: 0.661
2023-07-14 22:46:30,307 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.940, mIoU: 0.661
2023-07-14 22:46:30,443 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.940, mIoU: 0.662
2023-07-14 22:46:30,574 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-14 22:46:30,707 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-14 22:46:30,849 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-14 22:46:30,982 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-14 22:46:31,116 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-14 22:46:31,248 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-14 22:46:31,381 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-14 22:46:31,515 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-14 22:46:31,645 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-14 22:46:31,778 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-14 22:46:31,912 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-14 22:46:32,042 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-14 22:46:32,176 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.941, mIoU: 0.664
2023-07-14 22:46:32,311 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.941, mIoU: 0.664
2023-07-14 22:46:32,443 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.941, mIoU: 0.664
2023-07-14 22:46:32,578 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.941, mIoU: 0.664
2023-07-14 22:46:32,714 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.941, mIoU: 0.664
2023-07-14 22:46:32,845 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.941, mIoU: 0.664
2023-07-14 22:46:32,978 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.941, mIoU: 0.664
2023-07-14 22:46:33,112 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-14 22:46:33,244 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-14 22:46:33,376 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-14 22:46:33,509 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-14 22:46:33,640 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-14 22:46:33,772 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-14 22:46:33,901 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-14 22:46:34,034 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-14 22:46:34,167 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-14 22:46:34,294 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-14 22:46:34,427 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-14 22:46:34,562 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-14 22:46:34,692 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-14 22:46:34,826 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-14 22:46:34,962 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-14 22:46:35,094 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-14 22:46:35,226 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-14 22:46:35,359 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-14 22:46:35,491 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.943, mIoU: 0.664
2023-07-14 22:46:35,622 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-14 22:46:35,750 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-14 22:46:35,883 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-14 22:46:36,016 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-14 22:46:36,143 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-14 22:46:36,276 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-14 22:46:36,412 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-14 22:46:36,543 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-14 22:46:36,678 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-14 22:46:36,811 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-14 22:46:36,941 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-14 22:46:37,074 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.943, mIoU: 0.666
2023-07-14 22:46:37,208 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.943, mIoU: 0.666
2023-07-14 22:46:37,337 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.943, mIoU: 0.666
2023-07-14 22:46:37,466 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.943, mIoU: 0.666
2023-07-14 22:46:37,595 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-14 22:46:37,725 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-14 22:46:37,859 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-14 22:46:37,987 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.943, mIoU: 0.666
2023-07-14 22:46:38,120 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-14 22:46:38,255 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-14 22:46:38,386 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-14 22:46:38,521 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-14 22:46:38,657 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-14 22:46:38,788 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-14 22:46:38,923 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-14 22:46:39,059 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-14 22:46:39,190 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-14 22:46:39,321 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-14 22:46:39,456 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-14 22:46:39,587 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-14 22:46:39,717 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-14 22:46:39,849 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-14 22:46:39,984 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-14 22:46:40,119 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-14 22:46:40,252 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-14 22:46:40,386 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-14 22:46:40,522 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-14 22:46:40,654 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-14 22:46:40,789 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-14 22:46:40,923 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-14 22:46:41,055 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-14 22:46:41,189 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-14 22:46:41,325 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.944, mIoU: 0.668
2023-07-14 22:46:41,456 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.944, mIoU: 0.668
2023-07-14 22:46:41,593 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.944, mIoU: 0.668
2023-07-14 22:46:41,730 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.944, mIoU: 0.668
2023-07-14 22:46:41,863 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.944, mIoU: 0.668
2023-07-14 22:46:42,000 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.944, mIoU: 0.668
2023-07-14 22:46:42,136 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.944, mIoU: 0.668
2023-07-14 22:46:42,269 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.944, mIoU: 0.668
2023-07-14 22:46:42,406 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.944, mIoU: 0.668
2023-07-14 22:46:42,542 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.944, mIoU: 0.668
2023-07-14 22:46:42,676 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.944, mIoU: 0.668
2023-07-14 22:46:42,812 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.944, mIoU: 0.668
2023-07-14 22:46:42,948 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.944, mIoU: 0.668
2023-07-14 22:46:43,080 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.944, mIoU: 0.668
2023-07-14 22:47:20,372 semantic_segmentation INFO: Iters: 33610/50000 || Lr: 0.007330 || Task Loss: 0.2347 || KD Loss: 0.0727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 16:26:32
2023-07-14 22:47:56,814 semantic_segmentation INFO: Iters: 33620/50000 || Lr: 0.007326 || Task Loss: 0.5069 || KD Loss: 0.2136|| 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: 1 day, 9:43:39 || Estimated Time: 16:25:56
2023-07-14 22:48:33,709 semantic_segmentation INFO: Iters: 33630/50000 || Lr: 0.007322 || Task Loss: 0.2344 || KD Loss: 0.1018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:44:16 || Estimated Time: 16:25:20
2023-07-14 22:49:10,430 semantic_segmentation INFO: Iters: 33640/50000 || Lr: 0.007318 || Task Loss: 0.3647 || KD Loss: 0.1078|| 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: 1 day, 9:44:53 || Estimated Time: 16:24:44
2023-07-14 22:49:47,141 semantic_segmentation INFO: Iters: 33650/50000 || Lr: 0.007314 || Task Loss: 0.2269 || KD Loss: 0.0748|| 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 day, 9:45:30 || Estimated Time: 16:24:08
2023-07-14 22:50:24,232 semantic_segmentation INFO: Iters: 33660/50000 || Lr: 0.007310 || Task Loss: 0.2759 || KD Loss: 0.0809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:46:07 || Estimated Time: 16:23:33
2023-07-14 22:51:01,117 semantic_segmentation INFO: Iters: 33670/50000 || Lr: 0.007306 || Task Loss: 0.3766 || KD Loss: 0.1392|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:46:44 || Estimated Time: 16:22:57
2023-07-14 22:51:37,697 semantic_segmentation INFO: Iters: 33680/50000 || Lr: 0.007302 || Task Loss: 0.2304 || KD Loss: 0.0916|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:47:20 || Estimated Time: 16:22:21
2023-07-14 22:52:14,795 semantic_segmentation INFO: Iters: 33690/50000 || Lr: 0.007298 || Task Loss: 0.3096 || KD Loss: 0.1401|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:47:57 || Estimated Time: 16:21:46
2023-07-14 22:52:51,500 semantic_segmentation INFO: Iters: 33700/50000 || Lr: 0.007294 || Task Loss: 0.3532 || KD Loss: 0.1162|| 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: 1 day, 9:48:34 || Estimated Time: 16:21:10
2023-07-14 22:53:28,459 semantic_segmentation INFO: Iters: 33710/50000 || Lr: 0.007290 || Task Loss: 0.3608 || KD Loss: 0.1594|| 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: 1 day, 9:49:11 || Estimated Time: 16:20:34
2023-07-14 22:54:04,954 semantic_segmentation INFO: Iters: 33720/50000 || Lr: 0.007286 || Task Loss: 0.2806 || KD Loss: 0.0770|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:49:47 || Estimated Time: 16:19:58
2023-07-14 22:54:42,105 semantic_segmentation INFO: Iters: 33730/50000 || Lr: 0.007282 || Task Loss: 0.3485 || KD Loss: 0.1601|| 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: 1 day, 9:50:25 || Estimated Time: 16:19:22
2023-07-14 22:55:18,964 semantic_segmentation INFO: Iters: 33740/50000 || Lr: 0.007278 || Task Loss: 0.2247 || KD Loss: 0.0835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:51:01 || Estimated Time: 16:18:47
2023-07-14 22:55:56,033 semantic_segmentation INFO: Iters: 33750/50000 || Lr: 0.007274 || Task Loss: 0.3501 || KD Loss: 0.1392|| 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 day, 9:51:39 || Estimated Time: 16:18:11
2023-07-14 22:56:32,668 semantic_segmentation INFO: Iters: 33760/50000 || Lr: 0.007270 || Task Loss: 0.2887 || KD Loss: 0.0953|| 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: 1 day, 9:52:15 || Estimated Time: 16:17:35
2023-07-14 22:57:09,316 semantic_segmentation INFO: Iters: 33770/50000 || Lr: 0.007266 || Task Loss: 0.3740 || KD Loss: 0.1212|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:52:52 || Estimated Time: 16:16:59
2023-07-14 22:57:46,143 semantic_segmentation INFO: Iters: 33780/50000 || Lr: 0.007262 || Task Loss: 0.4671 || KD Loss: 0.2085|| 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: 1 day, 9:53:29 || Estimated Time: 16:16:23
2023-07-14 22:58:23,249 semantic_segmentation INFO: Iters: 33790/50000 || Lr: 0.007257 || Task Loss: 0.1931 || KD Loss: 0.0734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:54:06 || Estimated Time: 16:15:48
2023-07-14 22:59:00,098 semantic_segmentation INFO: Iters: 33800/50000 || Lr: 0.007253 || Task Loss: 0.2573 || KD Loss: 0.0855|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:54:43 || Estimated Time: 16:15:12
2023-07-14 22:59:37,019 semantic_segmentation INFO: Iters: 33810/50000 || Lr: 0.007249 || Task Loss: 0.2685 || KD Loss: 0.0745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:55:20 || Estimated Time: 16:14:36
2023-07-14 23:00:13,667 semantic_segmentation INFO: Iters: 33820/50000 || Lr: 0.007245 || Task Loss: 0.2903 || KD Loss: 0.0918|| 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: 1 day, 9:55:56 || Estimated Time: 16:14:01
2023-07-14 23:00:50,236 semantic_segmentation INFO: Iters: 33830/50000 || Lr: 0.007241 || Task Loss: 0.2225 || KD Loss: 0.0893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:56:33 || Estimated Time: 16:13:25
2023-07-14 23:01:27,496 semantic_segmentation INFO: Iters: 33840/50000 || Lr: 0.007237 || Task Loss: 0.3804 || KD Loss: 0.1309|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:57:10 || Estimated Time: 16:12:49
2023-07-14 23:02:04,090 semantic_segmentation INFO: Iters: 33850/50000 || Lr: 0.007233 || Task Loss: 0.2433 || KD Loss: 0.1025|| 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 day, 9:57:47 || Estimated Time: 16:12:13
2023-07-14 23:02:40,962 semantic_segmentation INFO: Iters: 33860/50000 || Lr: 0.007229 || Task Loss: 0.2957 || KD Loss: 0.1250|| 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: 1 day, 9:58:23 || Estimated Time: 16:11:37
2023-07-14 23:03:17,759 semantic_segmentation INFO: Iters: 33870/50000 || Lr: 0.007225 || Task Loss: 0.2831 || KD Loss: 0.0917|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:59:00 || Estimated Time: 16:11:02
2023-07-14 23:03:54,548 semantic_segmentation INFO: Iters: 33880/50000 || Lr: 0.007221 || Task Loss: 0.3365 || KD Loss: 0.1605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 9:59:37 || Estimated Time: 16:10:26
2023-07-14 23:04:31,525 semantic_segmentation INFO: Iters: 33890/50000 || Lr: 0.007217 || Task Loss: 0.2853 || KD Loss: 0.1033|| 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: 1 day, 10:00:14 || Estimated Time: 16:09:50
2023-07-14 23:05:08,573 semantic_segmentation INFO: Iters: 33900/50000 || Lr: 0.007213 || Task Loss: 0.3672 || KD Loss: 0.1639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:00:51 || Estimated Time: 16:09:14
2023-07-14 23:05:45,149 semantic_segmentation INFO: Iters: 33910/50000 || Lr: 0.007209 || Task Loss: 0.3787 || KD Loss: 0.1301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1199|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:01:28 || Estimated Time: 16:08:38
2023-07-14 23:06:22,160 semantic_segmentation INFO: Iters: 33920/50000 || Lr: 0.007205 || Task Loss: 0.3813 || KD Loss: 0.1436|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 16:08:03
2023-07-14 23:06:59,208 semantic_segmentation INFO: Iters: 33930/50000 || Lr: 0.007201 || Task Loss: 0.2018 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:02:42 || Estimated Time: 16:07:27
2023-07-14 23:07:35,810 semantic_segmentation INFO: Iters: 33940/50000 || Lr: 0.007197 || Task Loss: 0.4886 || KD Loss: 0.1945|| 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: 1 day, 10:03:18 || Estimated Time: 16:06:51
2023-07-14 23:08:13,154 semantic_segmentation INFO: Iters: 33950/50000 || Lr: 0.007193 || Task Loss: 0.4223 || KD Loss: 0.1343|| 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: 1 day, 10:03:56 || Estimated Time: 16:06:16
2023-07-14 23:08:49,789 semantic_segmentation INFO: Iters: 33960/50000 || Lr: 0.007189 || Task Loss: 0.2088 || KD Loss: 0.0824|| 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 day, 10:04:32 || Estimated Time: 16:05:40
2023-07-14 23:09:26,815 semantic_segmentation INFO: Iters: 33970/50000 || Lr: 0.007185 || Task Loss: 0.2986 || KD Loss: 0.1155|| 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 day, 10:05:09 || Estimated Time: 16:05:04
2023-07-14 23:10:03,681 semantic_segmentation INFO: Iters: 33980/50000 || Lr: 0.007181 || Task Loss: 0.2767 || KD Loss: 0.0910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:05:46 || Estimated Time: 16:04:28
2023-07-14 23:10:40,456 semantic_segmentation INFO: Iters: 33990/50000 || Lr: 0.007177 || Task Loss: 0.3801 || KD Loss: 0.1654|| 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 day, 10:06:23 || Estimated Time: 16:03:52
2023-07-14 23:11:17,329 semantic_segmentation INFO: Iters: 34000/50000 || Lr: 0.007173 || Task Loss: 0.3684 || KD Loss: 0.1273|| 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: 1 day, 10:07:00 || Estimated Time: 16:03:17
2023-07-14 23:11:54,820 semantic_segmentation INFO: Iters: 34010/50000 || Lr: 0.007169 || Task Loss: 0.5780 || KD Loss: 0.1864|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:07:37 || Estimated Time: 16:02:41
2023-07-14 23:12:31,417 semantic_segmentation INFO: Iters: 34020/50000 || Lr: 0.007165 || Task Loss: 0.3500 || KD Loss: 0.1119|| 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 day, 10:08:14 || Estimated Time: 16:02:05
2023-07-14 23:13:08,318 semantic_segmentation INFO: Iters: 34030/50000 || Lr: 0.007161 || Task Loss: 0.3646 || KD Loss: 0.1505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1177|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:08:51 || Estimated Time: 16:01:30
2023-07-14 23:13:45,272 semantic_segmentation INFO: Iters: 34040/50000 || Lr: 0.007157 || Task Loss: 0.2693 || KD Loss: 0.0826|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:09:28 || Estimated Time: 16:00:54
2023-07-14 23:14:22,072 semantic_segmentation INFO: Iters: 34050/50000 || Lr: 0.007153 || Task Loss: 0.2483 || KD Loss: 0.1462|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:10:05 || Estimated Time: 16:00:18
2023-07-14 23:14:58,960 semantic_segmentation INFO: Iters: 34060/50000 || Lr: 0.007149 || Task Loss: 0.2794 || KD Loss: 0.1149|| 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: 1 day, 10:10:41 || Estimated Time: 15:59:42
2023-07-14 23:15:35,855 semantic_segmentation INFO: Iters: 34070/50000 || Lr: 0.007145 || Task Loss: 0.2289 || KD Loss: 0.0692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:11:18 || Estimated Time: 15:59:06
2023-07-14 23:16:12,944 semantic_segmentation INFO: Iters: 34080/50000 || Lr: 0.007141 || Task Loss: 0.3486 || KD Loss: 0.1092|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:11:55 || Estimated Time: 15:58:31
2023-07-14 23:16:49,903 semantic_segmentation INFO: Iters: 34090/50000 || Lr: 0.007136 || Task Loss: 0.3170 || KD Loss: 0.1032|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1140|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:12:32 || Estimated Time: 15:57:55
2023-07-14 23:17:26,929 semantic_segmentation INFO: Iters: 34100/50000 || Lr: 0.007132 || Task Loss: 0.3095 || KD Loss: 0.0956|| 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 day, 10:13:09 || Estimated Time: 15:57:19
2023-07-14 23:18:04,236 semantic_segmentation INFO: Iters: 34110/50000 || Lr: 0.007128 || Task Loss: 0.3076 || KD Loss: 0.0944|| 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: 1 day, 10:13:47 || Estimated Time: 15:56:44
2023-07-14 23:18:41,155 semantic_segmentation INFO: Iters: 34120/50000 || Lr: 0.007124 || Task Loss: 0.3255 || KD Loss: 0.1133|| 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: 1 day, 10:14:24 || Estimated Time: 15:56:08
2023-07-14 23:19:18,557 semantic_segmentation INFO: Iters: 34130/50000 || Lr: 0.007120 || Task Loss: 0.4575 || KD Loss: 0.1700|| 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: 1 day, 10:15:01 || Estimated Time: 15:55:33
2023-07-14 23:19:55,201 semantic_segmentation INFO: Iters: 34140/50000 || Lr: 0.007116 || Task Loss: 0.3336 || KD Loss: 0.1320|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:15:38 || Estimated Time: 15:54:57
2023-07-14 23:20:31,832 semantic_segmentation INFO: Iters: 34150/50000 || Lr: 0.007112 || Task Loss: 0.3118 || KD Loss: 0.1299|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:16:14 || Estimated Time: 15:54:21
2023-07-14 23:21:08,693 semantic_segmentation INFO: Iters: 34160/50000 || Lr: 0.007108 || Task Loss: 0.3214 || KD Loss: 0.1171|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:16:51 || Estimated Time: 15:53:45
2023-07-14 23:21:45,802 semantic_segmentation INFO: Iters: 34170/50000 || Lr: 0.007104 || Task Loss: 0.2272 || KD Loss: 0.0732|| 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: 1 day, 10:17:28 || Estimated Time: 15:53:09
2023-07-14 23:22:22,685 semantic_segmentation INFO: Iters: 34180/50000 || Lr: 0.007100 || Task Loss: 0.3151 || KD Loss: 0.1256|| 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: 1 day, 10:18:05 || Estimated Time: 15:52:34
2023-07-14 23:22:59,404 semantic_segmentation INFO: Iters: 34190/50000 || Lr: 0.007096 || Task Loss: 0.2954 || KD Loss: 0.1036|| 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: 1 day, 10:18:42 || Estimated Time: 15:51:58
2023-07-14 23:23:36,425 semantic_segmentation INFO: Iters: 34200/50000 || Lr: 0.007092 || Task Loss: 0.3601 || KD Loss: 0.1289|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:19:19 || Estimated Time: 15:51:22
2023-07-14 23:24:13,017 semantic_segmentation INFO: Iters: 34210/50000 || Lr: 0.007088 || Task Loss: 0.2928 || KD Loss: 0.0784|| 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: 1 day, 10:19:56 || Estimated Time: 15:50:46
2023-07-14 23:24:50,080 semantic_segmentation INFO: Iters: 34220/50000 || Lr: 0.007084 || Task Loss: 0.3197 || KD Loss: 0.1149|| 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: 1 day, 10:20:33 || Estimated Time: 15:50:10
2023-07-14 23:25:26,734 semantic_segmentation INFO: Iters: 34230/50000 || Lr: 0.007080 || Task Loss: 0.2575 || KD Loss: 0.0791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:21:09 || Estimated Time: 15:49:34
2023-07-14 23:26:03,885 semantic_segmentation INFO: Iters: 34240/50000 || Lr: 0.007076 || Task Loss: 0.2974 || KD Loss: 0.1330|| 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 day, 10:21:46 || Estimated Time: 15:48:59
2023-07-14 23:26:40,527 semantic_segmentation INFO: Iters: 34250/50000 || Lr: 0.007072 || Task Loss: 0.3028 || KD Loss: 0.0985|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:22:23 || Estimated Time: 15:48:23
2023-07-14 23:27:17,676 semantic_segmentation INFO: Iters: 34260/50000 || Lr: 0.007068 || Task Loss: 0.7220 || KD Loss: 0.2941|| 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: 1 day, 10:23:00 || Estimated Time: 15:47:47
2023-07-14 23:27:54,346 semantic_segmentation INFO: Iters: 34270/50000 || Lr: 0.007064 || Task Loss: 0.2825 || KD Loss: 0.1186|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:23:37 || Estimated Time: 15:47:11
2023-07-14 23:28:31,240 semantic_segmentation INFO: Iters: 34280/50000 || Lr: 0.007060 || Task Loss: 0.2492 || KD Loss: 0.1052|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:24:14 || Estimated Time: 15:46:36
2023-07-14 23:29:08,134 semantic_segmentation INFO: Iters: 34290/50000 || Lr: 0.007056 || Task Loss: 0.3911 || KD Loss: 0.1308|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1187|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:24:51 || Estimated Time: 15:46:00
2023-07-14 23:29:45,032 semantic_segmentation INFO: Iters: 34300/50000 || Lr: 0.007052 || Task Loss: 0.2631 || KD Loss: 0.0818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:25:28 || Estimated Time: 15:45:24
2023-07-14 23:30:22,238 semantic_segmentation INFO: Iters: 34310/50000 || Lr: 0.007048 || Task Loss: 0.2550 || KD Loss: 0.0828|| 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 day, 10:26:05 || Estimated Time: 15:44:48
2023-07-14 23:30:58,988 semantic_segmentation INFO: Iters: 34320/50000 || Lr: 0.007044 || Task Loss: 0.2460 || KD Loss: 0.0933|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:26:41 || Estimated Time: 15:44:12
2023-07-14 23:31:35,724 semantic_segmentation INFO: Iters: 34330/50000 || Lr: 0.007040 || Task Loss: 0.4014 || KD Loss: 0.1367|| 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 day, 10:27:18 || Estimated Time: 15:43:37
2023-07-14 23:32:12,670 semantic_segmentation INFO: Iters: 34340/50000 || Lr: 0.007035 || Task Loss: 0.2570 || KD Loss: 0.1008|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:27:55 || Estimated Time: 15:43:01
2023-07-14 23:32:49,324 semantic_segmentation INFO: Iters: 34350/50000 || Lr: 0.007031 || Task Loss: 0.4154 || KD Loss: 0.1218|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:28:32 || Estimated Time: 15:42:25
2023-07-14 23:33:26,698 semantic_segmentation INFO: Iters: 34360/50000 || Lr: 0.007027 || Task Loss: 0.2754 || KD Loss: 0.0887|| 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: 1 day, 10:29:09 || Estimated Time: 15:41:49
2023-07-14 23:34:03,516 semantic_segmentation INFO: Iters: 34370/50000 || Lr: 0.007023 || Task Loss: 0.3507 || KD Loss: 0.1593|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1213|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:29:46 || Estimated Time: 15:41:14
2023-07-14 23:34:40,098 semantic_segmentation INFO: Iters: 34380/50000 || Lr: 0.007019 || Task Loss: 0.4359 || KD Loss: 0.1243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:30:23 || Estimated Time: 15:40:38
2023-07-14 23:35:17,450 semantic_segmentation INFO: Iters: 34390/50000 || Lr: 0.007015 || Task Loss: 0.2968 || KD Loss: 0.1018|| 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: 1 day, 10:31:00 || Estimated Time: 15:40:02
2023-07-14 23:35:54,419 semantic_segmentation INFO: Iters: 34400/50000 || Lr: 0.007011 || Task Loss: 0.2937 || KD Loss: 0.0918|| 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 day, 10:31:37 || Estimated Time: 15:39:26
2023-07-14 23:35:54,491 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-14 23:35:55,162 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.946, mIoU: 0.373
2023-07-14 23:35:55,298 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.959, mIoU: 0.453
2023-07-14 23:35:55,433 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.960, mIoU: 0.469
2023-07-14 23:35:55,568 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.961, mIoU: 0.501
2023-07-14 23:35:55,700 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.963, mIoU: 0.490
2023-07-14 23:35:55,834 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.962, mIoU: 0.491
2023-07-14 23:35:55,969 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.959, mIoU: 0.498
2023-07-14 23:35:56,101 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.960, mIoU: 0.514
2023-07-14 23:35:56,237 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.959, mIoU: 0.556
2023-07-14 23:35:56,370 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.956, mIoU: 0.579
2023-07-14 23:35:56,501 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.954, mIoU: 0.586
2023-07-14 23:35:56,634 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.951, mIoU: 0.618
2023-07-14 23:35:56,769 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.950, mIoU: 0.627
2023-07-14 23:35:56,901 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.949, mIoU: 0.620
2023-07-14 23:35:57,033 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.947, mIoU: 0.618
2023-07-14 23:35:57,164 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.945, mIoU: 0.610
2023-07-14 23:35:57,296 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.944, mIoU: 0.610
2023-07-14 23:35:57,429 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.944, mIoU: 0.610
2023-07-14 23:35:57,558 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.943, mIoU: 0.613
2023-07-14 23:35:57,692 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.944, mIoU: 0.619
2023-07-14 23:35:57,827 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.944, mIoU: 0.621
2023-07-14 23:35:57,958 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.943, mIoU: 0.647
2023-07-14 23:35:58,093 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.943, mIoU: 0.650
2023-07-14 23:35:58,229 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-14 23:35:58,361 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.942, mIoU: 0.670
2023-07-14 23:35:58,494 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.942, mIoU: 0.674
2023-07-14 23:35:58,631 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-14 23:35:58,763 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.940, mIoU: 0.660
2023-07-14 23:35:58,896 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.940, mIoU: 0.661
2023-07-14 23:35:59,032 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.939, mIoU: 0.678
2023-07-14 23:35:59,162 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.939, mIoU: 0.674
2023-07-14 23:35:59,294 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.939, mIoU: 0.674
2023-07-14 23:35:59,428 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.940, mIoU: 0.675
2023-07-14 23:35:59,559 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.674
2023-07-14 23:35:59,693 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.939, mIoU: 0.675
2023-07-14 23:35:59,826 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.939, mIoU: 0.672
2023-07-14 23:35:59,961 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.939, mIoU: 0.669
2023-07-14 23:36:00,096 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.938, mIoU: 0.667
2023-07-14 23:36:00,228 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.937, mIoU: 0.662
2023-07-14 23:36:00,363 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.938, mIoU: 0.662
2023-07-14 23:36:00,499 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.938, mIoU: 0.659
2023-07-14 23:36:00,632 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.938, mIoU: 0.658
2023-07-14 23:36:00,769 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.939, mIoU: 0.658
2023-07-14 23:36:00,906 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.939, mIoU: 0.658
2023-07-14 23:36:01,038 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-14 23:36:01,174 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.939, mIoU: 0.657
2023-07-14 23:36:01,312 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.940, mIoU: 0.657
2023-07-14 23:36:01,447 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.940, mIoU: 0.656
2023-07-14 23:36:01,584 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-14 23:36:01,722 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-14 23:36:01,855 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.940, mIoU: 0.663
2023-07-14 23:36:01,991 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.940, mIoU: 0.668
2023-07-14 23:36:02,127 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.939, mIoU: 0.668
2023-07-14 23:36:02,259 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.939, mIoU: 0.669
2023-07-14 23:36:02,395 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.937, mIoU: 0.667
2023-07-14 23:36:02,532 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.937, mIoU: 0.664
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2023-07-14 23:36:55,369 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.943, mIoU: 0.671
2023-07-14 23:36:55,500 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.943, mIoU: 0.671
2023-07-14 23:36:55,635 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.943, mIoU: 0.671
2023-07-14 23:36:55,771 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.943, mIoU: 0.671
2023-07-14 23:36:55,902 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.943, mIoU: 0.671
2023-07-14 23:36:56,035 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.943, mIoU: 0.671
2023-07-14 23:36:56,168 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-14 23:36:56,298 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-14 23:36:56,433 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-14 23:36:56,569 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-14 23:36:56,701 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-14 23:36:56,828 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-14 23:36:56,955 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-14 23:36:57,088 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-14 23:36:57,222 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-14 23:36:57,350 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-14 23:36:57,483 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-14 23:36:57,619 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-14 23:36:57,750 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.943, mIoU: 0.673
2023-07-14 23:36:57,885 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-14 23:36:58,021 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-14 23:36:58,151 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-14 23:36:58,286 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-14 23:36:58,421 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-14 23:36:58,552 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-14 23:36:58,682 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-14 23:36:58,813 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-14 23:36:58,945 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-14 23:36:59,077 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-14 23:36:59,207 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.944, mIoU: 0.672
2023-07-14 23:36:59,340 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.944, mIoU: 0.672
2023-07-14 23:36:59,472 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.944, mIoU: 0.672
2023-07-14 23:36:59,599 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.944, mIoU: 0.672
2023-07-14 23:36:59,732 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.944, mIoU: 0.672
2023-07-14 23:36:59,868 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.944, mIoU: 0.672
2023-07-14 23:36:59,999 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.944, mIoU: 0.672
2023-07-14 23:37:00,135 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.944, mIoU: 0.672
2023-07-14 23:37:00,271 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.944, mIoU: 0.672
2023-07-14 23:37:00,402 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.944, mIoU: 0.673
2023-07-14 23:37:00,534 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.944, mIoU: 0.673
2023-07-14 23:37:00,669 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.944, mIoU: 0.673
2023-07-14 23:37:00,800 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.944, mIoU: 0.673
2023-07-14 23:37:00,931 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.944, mIoU: 0.673
2023-07-14 23:37:01,061 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.944, mIoU: 0.673
2023-07-14 23:37:01,193 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.944, mIoU: 0.673
2023-07-14 23:37:01,323 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.944, mIoU: 0.673
2023-07-14 23:37:01,449 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.944, mIoU: 0.673
2023-07-14 23:37:01,582 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.944, mIoU: 0.673
2023-07-14 23:37:01,716 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.944, mIoU: 0.673
2023-07-14 23:37:01,846 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.944, mIoU: 0.673
2023-07-14 23:37:01,981 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.944, mIoU: 0.673
2023-07-14 23:37:02,116 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.944, mIoU: 0.673
2023-07-14 23:37:39,448 semantic_segmentation INFO: Iters: 34410/50000 || Lr: 0.007007 || Task Loss: 0.2329 || KD Loss: 0.0857|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:33:22 || Estimated Time: 15:39:21
2023-07-14 23:38:16,365 semantic_segmentation INFO: Iters: 34420/50000 || Lr: 0.007003 || Task Loss: 0.1862 || KD Loss: 0.0585|| 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: 1 day, 10:33:59 || Estimated Time: 15:38:46
2023-07-14 23:38:53,300 semantic_segmentation INFO: Iters: 34430/50000 || Lr: 0.006999 || Task Loss: 0.2554 || KD Loss: 0.0785|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:34:36 || Estimated Time: 15:38:10
2023-07-14 23:39:30,113 semantic_segmentation INFO: Iters: 34440/50000 || Lr: 0.006995 || Task Loss: 0.2977 || KD Loss: 0.0835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:35:13 || Estimated Time: 15:37:34
2023-07-14 23:40:06,909 semantic_segmentation INFO: Iters: 34450/50000 || Lr: 0.006991 || Task Loss: 0.2484 || KD Loss: 0.0816|| 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: 1 day, 10:35:49 || Estimated Time: 15:36:58
2023-07-14 23:40:44,029 semantic_segmentation INFO: Iters: 34460/50000 || Lr: 0.006987 || Task Loss: 0.2447 || KD Loss: 0.0991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:36:27 || Estimated Time: 15:36:22
2023-07-14 23:41:21,253 semantic_segmentation INFO: Iters: 34470/50000 || Lr: 0.006983 || Task Loss: 0.3491 || KD Loss: 0.1161|| 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: 1 day, 10:37:04 || Estimated Time: 15:35:47
2023-07-14 23:41:58,068 semantic_segmentation INFO: Iters: 34480/50000 || Lr: 0.006979 || Task Loss: 0.2642 || KD Loss: 0.1048|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:37:41 || Estimated Time: 15:35:11
2023-07-14 23:42:35,187 semantic_segmentation INFO: Iters: 34490/50000 || Lr: 0.006975 || Task Loss: 0.2585 || KD Loss: 0.0786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:38:18 || Estimated Time: 15:34:35
2023-07-14 23:43:12,178 semantic_segmentation INFO: Iters: 34500/50000 || Lr: 0.006971 || Task Loss: 0.3438 || KD Loss: 0.1300|| 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: 1 day, 10:38:55 || Estimated Time: 15:33:59
2023-07-14 23:43:48,984 semantic_segmentation INFO: Iters: 34510/50000 || Lr: 0.006967 || Task Loss: 0.2992 || KD Loss: 0.2128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:39:31 || Estimated Time: 15:33:24
2023-07-14 23:44:26,244 semantic_segmentation INFO: Iters: 34520/50000 || Lr: 0.006963 || Task Loss: 0.3158 || KD Loss: 0.1109|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:40:09 || Estimated Time: 15:32:48
2023-07-14 23:45:03,101 semantic_segmentation INFO: Iters: 34530/50000 || Lr: 0.006959 || Task Loss: 0.3372 || KD Loss: 0.2745|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:40:46 || Estimated Time: 15:32:12
2023-07-14 23:45:39,647 semantic_segmentation INFO: Iters: 34540/50000 || Lr: 0.006955 || Task Loss: 0.2518 || KD Loss: 0.1011|| 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 day, 10:41:22 || Estimated Time: 15:31:36
2023-07-14 23:46:16,269 semantic_segmentation INFO: Iters: 34550/50000 || Lr: 0.006951 || Task Loss: 0.3811 || KD Loss: 0.1110|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:41:59 || Estimated Time: 15:31:00
2023-07-14 23:46:53,548 semantic_segmentation INFO: Iters: 34560/50000 || Lr: 0.006946 || Task Loss: 0.3079 || KD Loss: 0.1104|| 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: 1 day, 10:42:36 || Estimated Time: 15:30:24
2023-07-14 23:47:29,990 semantic_segmentation INFO: Iters: 34570/50000 || Lr: 0.006942 || Task Loss: 0.2676 || KD Loss: 0.0645|| 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: 1 day, 10:43:12 || Estimated Time: 15:29:48
2023-07-14 23:48:06,858 semantic_segmentation INFO: Iters: 34580/50000 || Lr: 0.006938 || Task Loss: 0.2432 || KD Loss: 0.0789|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:43:49 || Estimated Time: 15:29:13
2023-07-14 23:48:43,496 semantic_segmentation INFO: Iters: 34590/50000 || Lr: 0.006934 || Task Loss: 0.2691 || KD Loss: 0.0993|| 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: 1 day, 10:44:26 || Estimated Time: 15:28:37
2023-07-14 23:49:20,262 semantic_segmentation INFO: Iters: 34600/50000 || Lr: 0.006930 || Task Loss: 0.3119 || KD Loss: 0.1084|| 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 day, 10:45:03 || Estimated Time: 15:28:01
2023-07-14 23:49:56,942 semantic_segmentation INFO: Iters: 34610/50000 || Lr: 0.006926 || Task Loss: 0.2737 || KD Loss: 0.1010|| 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: 1 day, 10:45:39 || Estimated Time: 15:27:25
2023-07-14 23:50:33,783 semantic_segmentation INFO: Iters: 34620/50000 || Lr: 0.006922 || Task Loss: 0.3104 || KD Loss: 0.1052|| 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: 1 day, 10:46:16 || Estimated Time: 15:26:49
2023-07-14 23:51:11,142 semantic_segmentation INFO: Iters: 34630/50000 || Lr: 0.006918 || Task Loss: 0.2037 || KD Loss: 0.0614|| 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: 1 day, 10:46:54 || Estimated Time: 15:26:13
2023-07-14 23:51:47,999 semantic_segmentation INFO: Iters: 34640/50000 || Lr: 0.006914 || Task Loss: 0.2139 || KD Loss: 0.0594|| 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: 1 day, 10:47:30 || Estimated Time: 15:25:37
2023-07-14 23:52:24,816 semantic_segmentation INFO: Iters: 34650/50000 || Lr: 0.006910 || Task Loss: 0.3113 || KD Loss: 0.1268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 15:25:02
2023-07-14 23:53:01,101 semantic_segmentation INFO: Iters: 34660/50000 || Lr: 0.006906 || Task Loss: 0.2585 || KD Loss: 0.1120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:48:44 || Estimated Time: 15:24:26
2023-07-14 23:53:37,972 semantic_segmentation INFO: Iters: 34670/50000 || Lr: 0.006902 || Task Loss: 0.3127 || KD Loss: 0.1026|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:49:20 || Estimated Time: 15:23:50
2023-07-14 23:54:14,558 semantic_segmentation INFO: Iters: 34680/50000 || Lr: 0.006898 || Task Loss: 0.2884 || KD Loss: 0.0967|| 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 day, 10:49:57 || Estimated Time: 15:23:14
2023-07-14 23:54:51,320 semantic_segmentation INFO: Iters: 34690/50000 || Lr: 0.006894 || Task Loss: 0.2145 || KD Loss: 0.0721|| 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: 1 day, 10:50:34 || Estimated Time: 15:22:38
2023-07-14 23:55:28,461 semantic_segmentation INFO: Iters: 34700/50000 || Lr: 0.006890 || Task Loss: 0.2544 || KD Loss: 0.0920|| 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: 1 day, 10:51:11 || Estimated Time: 15:22:02
2023-07-14 23:56:05,188 semantic_segmentation INFO: Iters: 34710/50000 || Lr: 0.006886 || Task Loss: 0.3561 || KD Loss: 0.1019|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:51:48 || Estimated Time: 15:21:26
2023-07-14 23:56:42,093 semantic_segmentation INFO: Iters: 34720/50000 || Lr: 0.006882 || Task Loss: 0.2589 || KD Loss: 0.0948|| 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: 1 day, 10:52:25 || Estimated Time: 15:20:50
2023-07-14 23:57:19,113 semantic_segmentation INFO: Iters: 34730/50000 || Lr: 0.006878 || Task Loss: 0.3339 || KD Loss: 0.1708|| 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 day, 10:53:02 || Estimated Time: 15:20:15
2023-07-14 23:57:55,801 semantic_segmentation INFO: Iters: 34740/50000 || Lr: 0.006874 || Task Loss: 0.2132 || KD Loss: 0.0776|| 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: 1 day, 10:53:38 || Estimated Time: 15:19:39
2023-07-14 23:58:32,663 semantic_segmentation INFO: Iters: 34750/50000 || Lr: 0.006870 || Task Loss: 0.3165 || KD Loss: 0.0891|| 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: 1 day, 10:54:15 || Estimated Time: 15:19:03
2023-07-14 23:59:09,254 semantic_segmentation INFO: Iters: 34760/50000 || Lr: 0.006865 || Task Loss: 0.2668 || KD Loss: 0.1137|| 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 day, 10:54:52 || Estimated Time: 15:18:27
2023-07-14 23:59:46,488 semantic_segmentation INFO: Iters: 34770/50000 || Lr: 0.006861 || Task Loss: 0.3082 || KD Loss: 0.1142|| 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: 1 day, 10:55:29 || Estimated Time: 15:17:51
2023-07-15 00:00:23,269 semantic_segmentation INFO: Iters: 34780/50000 || Lr: 0.006857 || Task Loss: 0.2569 || KD Loss: 0.0772|| 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: 1 day, 10:56:06 || Estimated Time: 15:17:15
2023-07-15 00:01:00,196 semantic_segmentation INFO: Iters: 34790/50000 || Lr: 0.006853 || Task Loss: 0.2486 || KD Loss: 0.0923|| 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: 1 day, 10:56:43 || Estimated Time: 15:16:39
2023-07-15 00:01:37,590 semantic_segmentation INFO: Iters: 34800/50000 || Lr: 0.006849 || Task Loss: 0.3750 || KD Loss: 0.1232|| 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: 1 day, 10:57:20 || Estimated Time: 15:16:04
2023-07-15 00:02:14,348 semantic_segmentation INFO: Iters: 34810/50000 || Lr: 0.006845 || Task Loss: 0.4077 || KD Loss: 0.1240|| 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: 1 day, 10:57:57 || Estimated Time: 15:15:28
2023-07-15 00:02:51,362 semantic_segmentation INFO: Iters: 34820/50000 || Lr: 0.006841 || Task Loss: 0.2646 || KD Loss: 0.1048|| 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: 1 day, 10:58:34 || Estimated Time: 15:14:52
2023-07-15 00:03:27,974 semantic_segmentation INFO: Iters: 34830/50000 || Lr: 0.006837 || Task Loss: 0.3924 || KD Loss: 0.1086|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 10:59:10 || Estimated Time: 15:14:16
2023-07-15 00:04:04,623 semantic_segmentation INFO: Iters: 34840/50000 || Lr: 0.006833 || Task Loss: 0.2907 || KD Loss: 0.0960|| 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: 1 day, 10:59:47 || Estimated Time: 15:13:40
2023-07-15 00:04:41,518 semantic_segmentation INFO: Iters: 34850/50000 || Lr: 0.006829 || Task Loss: 0.2498 || KD Loss: 0.0872|| 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 day, 11:00:24 || Estimated Time: 15:13:04
2023-07-15 00:05:18,711 semantic_segmentation INFO: Iters: 34860/50000 || Lr: 0.006825 || Task Loss: 0.2440 || KD Loss: 0.0886|| 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: 1 day, 11:01:01 || Estimated Time: 15:12:29
2023-07-15 00:05:55,316 semantic_segmentation INFO: Iters: 34870/50000 || Lr: 0.006821 || Task Loss: 0.3563 || KD Loss: 0.1260|| 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: 1 day, 11:01:38 || Estimated Time: 15:11:53
2023-07-15 00:06:32,352 semantic_segmentation INFO: Iters: 34880/50000 || Lr: 0.006817 || Task Loss: 0.2335 || KD Loss: 0.0765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1193|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:02:15 || Estimated Time: 15:11:17
2023-07-15 00:07:09,210 semantic_segmentation INFO: Iters: 34890/50000 || Lr: 0.006813 || Task Loss: 0.3226 || KD Loss: 0.1011|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:02:52 || Estimated Time: 15:10:41
2023-07-15 00:07:46,338 semantic_segmentation INFO: Iters: 34900/50000 || Lr: 0.006809 || Task Loss: 0.2467 || KD Loss: 0.1128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:03:29 || Estimated Time: 15:10:05
2023-07-15 00:08:23,336 semantic_segmentation INFO: Iters: 34910/50000 || Lr: 0.006805 || Task Loss: 0.3171 || KD Loss: 0.1200|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:04:06 || Estimated Time: 15:09:29
2023-07-15 00:09:00,238 semantic_segmentation INFO: Iters: 34920/50000 || Lr: 0.006801 || Task Loss: 0.2538 || KD Loss: 0.0951|| 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: 1 day, 11:04:43 || Estimated Time: 15:08:54
2023-07-15 00:09:37,163 semantic_segmentation INFO: Iters: 34930/50000 || Lr: 0.006796 || Task Loss: 0.3375 || KD Loss: 0.1220|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:05:20 || Estimated Time: 15:08:18
2023-07-15 00:10:14,040 semantic_segmentation INFO: Iters: 34940/50000 || Lr: 0.006792 || Task Loss: 0.2340 || KD Loss: 0.0999|| 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: 1 day, 11:05:57 || Estimated Time: 15:07:42
2023-07-15 00:10:50,980 semantic_segmentation INFO: Iters: 34950/50000 || Lr: 0.006788 || Task Loss: 0.3177 || KD Loss: 0.1065|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:06:33 || Estimated Time: 15:07:06
2023-07-15 00:11:27,911 semantic_segmentation INFO: Iters: 34960/50000 || Lr: 0.006784 || Task Loss: 0.2556 || KD Loss: 0.0956|| 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: 1 day, 11:07:10 || Estimated Time: 15:06:30
2023-07-15 00:12:05,187 semantic_segmentation INFO: Iters: 34970/50000 || Lr: 0.006780 || Task Loss: 0.2540 || KD Loss: 0.1122|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:07:48 || Estimated Time: 15:05:55
2023-07-15 00:12:41,991 semantic_segmentation INFO: Iters: 34980/50000 || Lr: 0.006776 || Task Loss: 0.3135 || KD Loss: 0.1184|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:08:24 || Estimated Time: 15:05:19
2023-07-15 00:13:18,916 semantic_segmentation INFO: Iters: 34990/50000 || Lr: 0.006772 || Task Loss: 0.3142 || KD Loss: 0.2103|| 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, 11:09:01 || Estimated Time: 15:04:43
2023-07-15 00:13:55,948 semantic_segmentation INFO: Iters: 35000/50000 || Lr: 0.006768 || Task Loss: 0.2732 || KD Loss: 0.1020|| 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: 1 day, 11:09:38 || Estimated Time: 15:04:07
2023-07-15 00:14:33,013 semantic_segmentation INFO: Iters: 35010/50000 || Lr: 0.006764 || Task Loss: 0.2710 || KD Loss: 0.0940|| 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: 1 day, 11:10:16 || Estimated Time: 15:03:31
2023-07-15 00:15:10,049 semantic_segmentation INFO: Iters: 35020/50000 || Lr: 0.006760 || Task Loss: 0.4925 || KD Loss: 0.1663|| 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: 1 day, 11:10:53 || Estimated Time: 15:02:55
2023-07-15 00:15:46,602 semantic_segmentation INFO: Iters: 35030/50000 || Lr: 0.006756 || Task Loss: 0.2989 || KD Loss: 0.1055|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:11:29 || Estimated Time: 15:02:19
2023-07-15 00:16:23,565 semantic_segmentation INFO: Iters: 35040/50000 || Lr: 0.006752 || Task Loss: 0.3315 || KD Loss: 0.1149|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:12:06 || Estimated Time: 15:01:44
2023-07-15 00:17:00,794 semantic_segmentation INFO: Iters: 35050/50000 || Lr: 0.006748 || Task Loss: 0.2316 || KD Loss: 0.0837|| 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 day, 11:12:43 || Estimated Time: 15:01:08
2023-07-15 00:17:37,912 semantic_segmentation INFO: Iters: 35060/50000 || Lr: 0.006744 || Task Loss: 0.2847 || KD Loss: 0.0826|| 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: 1 day, 11:13:20 || Estimated Time: 15:00:32
2023-07-15 00:18:14,621 semantic_segmentation INFO: Iters: 35070/50000 || Lr: 0.006740 || Task Loss: 0.3490 || KD Loss: 0.0936|| 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: 1 day, 11:13:57 || Estimated Time: 14:59:56
2023-07-15 00:18:51,768 semantic_segmentation INFO: Iters: 35080/50000 || Lr: 0.006736 || Task Loss: 0.2544 || KD Loss: 0.0962|| 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: 1 day, 11:14:34 || Estimated Time: 14:59:21
2023-07-15 00:19:28,961 semantic_segmentation INFO: Iters: 35090/50000 || Lr: 0.006732 || Task Loss: 0.3243 || KD Loss: 0.1343|| 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: 1 day, 11:15:11 || Estimated Time: 14:58:45
2023-07-15 00:20:05,700 semantic_segmentation INFO: Iters: 35100/50000 || Lr: 0.006727 || Task Loss: 0.1942 || KD Loss: 0.0649|| 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 day, 11:15:48 || Estimated Time: 14:58:09
2023-07-15 00:20:43,190 semantic_segmentation INFO: Iters: 35110/50000 || Lr: 0.006723 || Task Loss: 0.3585 || KD Loss: 0.1030|| 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: 1 day, 11:16:26 || Estimated Time: 14:57:33
2023-07-15 00:21:20,105 semantic_segmentation INFO: Iters: 35120/50000 || Lr: 0.006719 || Task Loss: 0.2999 || KD Loss: 0.0998|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:17:03 || Estimated Time: 14:56:57
2023-07-15 00:21:57,148 semantic_segmentation INFO: Iters: 35130/50000 || Lr: 0.006715 || Task Loss: 0.3085 || KD Loss: 0.1030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:17:40 || Estimated Time: 14:56:22
2023-07-15 00:22:34,488 semantic_segmentation INFO: Iters: 35140/50000 || Lr: 0.006711 || Task Loss: 0.5407 || KD Loss: 0.1063|| 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: 1 day, 11:18:17 || Estimated Time: 14:55:46
2023-07-15 00:23:11,524 semantic_segmentation INFO: Iters: 35150/50000 || Lr: 0.006707 || Task Loss: 0.3365 || KD Loss: 0.1156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:18:54 || Estimated Time: 14:55:10
2023-07-15 00:23:48,481 semantic_segmentation INFO: Iters: 35160/50000 || Lr: 0.006703 || Task Loss: 0.2441 || KD Loss: 0.0940|| 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 day, 11:19:31 || Estimated Time: 14:54:34
2023-07-15 00:24:25,020 semantic_segmentation INFO: Iters: 35170/50000 || Lr: 0.006699 || Task Loss: 0.2891 || KD Loss: 0.1118|| 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: 1 day, 11:20:08 || Estimated Time: 14:53:58
2023-07-15 00:25:01,964 semantic_segmentation INFO: Iters: 35180/50000 || Lr: 0.006695 || Task Loss: 0.3980 || KD Loss: 0.1177|| 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 day, 11:20:44 || Estimated Time: 14:53:22
2023-07-15 00:25:39,059 semantic_segmentation INFO: Iters: 35190/50000 || Lr: 0.006691 || Task Loss: 0.3233 || KD Loss: 0.1153|| 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 day, 11:21:22 || Estimated Time: 14:52:47
2023-07-15 00:26:16,546 semantic_segmentation INFO: Iters: 35200/50000 || Lr: 0.006687 || Task Loss: 0.2677 || KD Loss: 0.0927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:21:59 || Estimated Time: 14:52:11
2023-07-15 00:26:16,621 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-15 00:26:17,261 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.943, mIoU: 0.373
2023-07-15 00:26:17,398 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.956, mIoU: 0.445
2023-07-15 00:26:17,536 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.958, mIoU: 0.461
2023-07-15 00:26:17,668 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.959, mIoU: 0.497
2023-07-15 00:26:17,800 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.961, mIoU: 0.490
2023-07-15 00:26:17,935 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.955, mIoU: 0.490
2023-07-15 00:26:18,069 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.953, mIoU: 0.507
2023-07-15 00:26:18,203 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.954, mIoU: 0.521
2023-07-15 00:26:18,336 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.954, mIoU: 0.570
2023-07-15 00:26:18,470 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.949, mIoU: 0.573
2023-07-15 00:26:18,606 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.947, mIoU: 0.581
2023-07-15 00:26:18,737 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.943, mIoU: 0.608
2023-07-15 00:26:18,874 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.942, mIoU: 0.616
2023-07-15 00:26:19,009 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.941, mIoU: 0.609
2023-07-15 00:26:19,142 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.940, mIoU: 0.612
2023-07-15 00:26:19,278 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.939, mIoU: 0.607
2023-07-15 00:26:19,413 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.939, mIoU: 0.608
2023-07-15 00:26:19,547 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.939, mIoU: 0.609
2023-07-15 00:26:19,682 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.938, mIoU: 0.613
2023-07-15 00:26:19,818 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.939, mIoU: 0.622
2023-07-15 00:26:19,951 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.939, mIoU: 0.624
2023-07-15 00:26:20,087 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.937, mIoU: 0.645
2023-07-15 00:26:20,222 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-15 00:26:20,355 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.937, mIoU: 0.655
2023-07-15 00:26:20,486 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.936, mIoU: 0.664
2023-07-15 00:26:20,620 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.936, mIoU: 0.668
2023-07-15 00:26:20,750 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.936, mIoU: 0.657
2023-07-15 00:26:20,887 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.935, mIoU: 0.654
2023-07-15 00:26:21,022 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.934, mIoU: 0.656
2023-07-15 00:26:21,156 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.934, mIoU: 0.665
2023-07-15 00:26:21,290 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.934, mIoU: 0.663
2023-07-15 00:26:21,426 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.934, mIoU: 0.664
2023-07-15 00:26:21,560 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.935, mIoU: 0.666
2023-07-15 00:26:21,695 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.935, mIoU: 0.664
2023-07-15 00:26:21,831 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.935, mIoU: 0.666
2023-07-15 00:26:21,963 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.935, mIoU: 0.664
2023-07-15 00:26:22,097 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.935, mIoU: 0.660
2023-07-15 00:26:22,232 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.934, mIoU: 0.660
2023-07-15 00:26:22,362 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.933, mIoU: 0.655
2023-07-15 00:26:22,493 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.934, mIoU: 0.655
2023-07-15 00:26:22,622 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.934, mIoU: 0.653
2023-07-15 00:26:22,756 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.935, mIoU: 0.652
2023-07-15 00:26:22,890 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.935, mIoU: 0.652
2023-07-15 00:26:23,018 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.936, mIoU: 0.652
2023-07-15 00:26:23,151 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.936, mIoU: 0.649
2023-07-15 00:26:23,287 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.936, mIoU: 0.650
2023-07-15 00:26:23,418 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.937, mIoU: 0.650
2023-07-15 00:26:23,550 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.937, mIoU: 0.650
2023-07-15 00:26:23,684 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.938, mIoU: 0.654
2023-07-15 00:26:23,814 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.937, mIoU: 0.655
2023-07-15 00:26:23,947 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.937, mIoU: 0.655
2023-07-15 00:26:24,081 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.936, mIoU: 0.654
2023-07-15 00:26:24,210 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.935, mIoU: 0.655
2023-07-15 00:26:24,339 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.935, mIoU: 0.655
2023-07-15 00:26:24,464 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.933, mIoU: 0.653
2023-07-15 00:26:24,595 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.933, mIoU: 0.647
2023-07-15 00:26:24,727 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.933, mIoU: 0.647
2023-07-15 00:26:24,856 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.934, mIoU: 0.653
2023-07-15 00:26:24,989 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.934, mIoU: 0.656
2023-07-15 00:26:25,124 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.933, mIoU: 0.655
2023-07-15 00:26:25,255 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.933, mIoU: 0.658
2023-07-15 00:26:25,387 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.933, mIoU: 0.660
2023-07-15 00:26:25,520 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.933, mIoU: 0.658
2023-07-15 00:26:25,649 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.933, mIoU: 0.662
2023-07-15 00:26:25,781 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.933, mIoU: 0.664
2023-07-15 00:26:25,916 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.932, mIoU: 0.664
2023-07-15 00:26:26,047 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.931, mIoU: 0.662
2023-07-15 00:26:26,177 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.930, mIoU: 0.662
2023-07-15 00:26:26,302 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.930, mIoU: 0.660
2023-07-15 00:26:26,434 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.931, mIoU: 0.660
2023-07-15 00:26:26,570 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.931, mIoU: 0.661
2023-07-15 00:26:26,701 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.932, mIoU: 0.661
2023-07-15 00:26:26,837 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.932, mIoU: 0.659
2023-07-15 00:26:26,971 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.932, mIoU: 0.659
2023-07-15 00:26:27,101 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.932, mIoU: 0.657
2023-07-15 00:26:27,235 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.932, mIoU: 0.656
2023-07-15 00:26:27,367 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.932, mIoU: 0.656
2023-07-15 00:26:27,497 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.932, mIoU: 0.656
2023-07-15 00:26:27,630 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.932, mIoU: 0.656
2023-07-15 00:26:27,765 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.932, mIoU: 0.658
2023-07-15 00:26:27,896 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.932, mIoU: 0.659
2023-07-15 00:26:28,026 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.932, mIoU: 0.660
2023-07-15 00:26:28,154 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.932, mIoU: 0.659
2023-07-15 00:26:28,286 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.930, mIoU: 0.657
2023-07-15 00:26:28,419 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.928, mIoU: 0.653
2023-07-15 00:26:28,547 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.928, mIoU: 0.652
2023-07-15 00:26:28,681 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.928, mIoU: 0.653
2023-07-15 00:26:28,818 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.928, mIoU: 0.653
2023-07-15 00:26:28,949 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.928, mIoU: 0.653
2023-07-15 00:26:29,085 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.929, mIoU: 0.652
2023-07-15 00:26:29,219 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.929, mIoU: 0.653
2023-07-15 00:26:29,348 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.928, mIoU: 0.661
2023-07-15 00:26:29,482 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.928, mIoU: 0.661
2023-07-15 00:26:29,616 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.928, mIoU: 0.661
2023-07-15 00:26:29,745 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.929, mIoU: 0.661
2023-07-15 00:26:29,874 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.929, mIoU: 0.661
2023-07-15 00:26:30,003 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.929, mIoU: 0.661
2023-07-15 00:26:30,136 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.929, mIoU: 0.661
2023-07-15 00:26:30,268 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.929, mIoU: 0.662
2023-07-15 00:26:30,397 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.928, mIoU: 0.662
2023-07-15 00:26:30,530 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.926, mIoU: 0.661
2023-07-15 00:26:30,664 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.926, mIoU: 0.659
2023-07-15 00:26:30,794 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.926, mIoU: 0.659
2023-07-15 00:26:30,928 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.926, mIoU: 0.659
2023-07-15 00:26:31,064 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.927, mIoU: 0.659
2023-07-15 00:26:31,196 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.927, mIoU: 0.659
2023-07-15 00:26:31,330 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.927, mIoU: 0.659
2023-07-15 00:26:31,466 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.927, mIoU: 0.660
2023-07-15 00:26:31,596 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.927, mIoU: 0.660
2023-07-15 00:26:31,728 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.927, mIoU: 0.659
2023-07-15 00:26:31,861 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.927, mIoU: 0.659
2023-07-15 00:26:31,992 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.927, mIoU: 0.659
2023-07-15 00:26:32,123 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.927, mIoU: 0.659
2023-07-15 00:26:32,251 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.927, mIoU: 0.659
2023-07-15 00:26:32,385 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.927, mIoU: 0.658
2023-07-15 00:26:32,517 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.927, mIoU: 0.658
2023-07-15 00:26:32,645 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.927, mIoU: 0.660
2023-07-15 00:26:32,778 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.927, mIoU: 0.658
2023-07-15 00:26:32,912 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.927, mIoU: 0.654
2023-07-15 00:26:33,042 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.927, mIoU: 0.654
2023-07-15 00:26:33,177 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.927, mIoU: 0.653
2023-07-15 00:26:33,312 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.927, mIoU: 0.653
2023-07-15 00:26:33,442 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.927, mIoU: 0.653
2023-07-15 00:26:33,575 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.927, mIoU: 0.655
2023-07-15 00:26:33,708 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.927, mIoU: 0.655
2023-07-15 00:26:33,836 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.927, mIoU: 0.657
2023-07-15 00:26:33,963 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.927, mIoU: 0.659
2023-07-15 00:26:34,089 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.927, mIoU: 0.659
2023-07-15 00:26:34,233 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.927, mIoU: 0.659
2023-07-15 00:26:34,379 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.928, mIoU: 0.659
2023-07-15 00:26:34,524 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.928, mIoU: 0.659
2023-07-15 00:26:34,669 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.928, mIoU: 0.659
2023-07-15 00:26:34,813 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.929, mIoU: 0.658
2023-07-15 00:26:34,958 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.929, mIoU: 0.658
2023-07-15 00:26:35,100 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.929, mIoU: 0.658
2023-07-15 00:26:35,242 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.929, mIoU: 0.658
2023-07-15 00:26:35,383 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.929, mIoU: 0.658
2023-07-15 00:26:35,522 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.929, mIoU: 0.652
2023-07-15 00:26:35,664 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.929, mIoU: 0.652
2023-07-15 00:26:35,806 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.929, mIoU: 0.655
2023-07-15 00:26:35,945 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.929, mIoU: 0.655
2023-07-15 00:26:36,087 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.929, mIoU: 0.655
2023-07-15 00:26:36,229 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.929, mIoU: 0.654
2023-07-15 00:26:36,369 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.929, mIoU: 0.654
2023-07-15 00:26:36,509 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.929, mIoU: 0.653
2023-07-15 00:26:36,650 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.929, mIoU: 0.656
2023-07-15 00:26:36,792 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.929, mIoU: 0.655
2023-07-15 00:26:36,932 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.929, mIoU: 0.655
2023-07-15 00:26:37,070 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.929, mIoU: 0.655
2023-07-15 00:26:37,209 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.929, mIoU: 0.654
2023-07-15 00:26:37,347 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.929, mIoU: 0.655
2023-07-15 00:26:37,484 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.929, mIoU: 0.655
2023-07-15 00:26:37,621 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.929, mIoU: 0.655
2023-07-15 00:26:37,758 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.929, mIoU: 0.655
2023-07-15 00:26:37,895 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.929, mIoU: 0.655
2023-07-15 00:26:38,033 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.929, mIoU: 0.655
2023-07-15 00:26:38,168 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.929, mIoU: 0.655
2023-07-15 00:26:38,306 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.929, mIoU: 0.655
2023-07-15 00:26:38,441 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.929, mIoU: 0.655
2023-07-15 00:26:38,576 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.929, mIoU: 0.655
2023-07-15 00:26:38,711 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.929, mIoU: 0.654
2023-07-15 00:26:38,846 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.929, mIoU: 0.651
2023-07-15 00:26:38,979 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.929, mIoU: 0.650
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2023-07-15 00:27:05,245 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.935, mIoU: 0.651
2023-07-15 00:27:05,378 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.935, mIoU: 0.652
2023-07-15 00:27:05,509 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.935, mIoU: 0.651
2023-07-15 00:27:05,641 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.935, mIoU: 0.651
2023-07-15 00:27:05,775 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.935, mIoU: 0.651
2023-07-15 00:27:05,910 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.935, mIoU: 0.651
2023-07-15 00:27:06,043 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.935, mIoU: 0.651
2023-07-15 00:27:06,178 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.935, mIoU: 0.651
2023-07-15 00:27:06,313 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.935, mIoU: 0.651
2023-07-15 00:27:06,445 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.935, mIoU: 0.652
2023-07-15 00:27:06,579 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.935, mIoU: 0.652
2023-07-15 00:27:06,715 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.935, mIoU: 0.653
2023-07-15 00:27:06,845 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.935, mIoU: 0.653
2023-07-15 00:27:06,981 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.935, mIoU: 0.653
2023-07-15 00:27:07,117 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.935, mIoU: 0.653
2023-07-15 00:27:07,248 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.935, mIoU: 0.653
2023-07-15 00:27:07,385 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.935, mIoU: 0.653
2023-07-15 00:27:07,521 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.936, mIoU: 0.653
2023-07-15 00:27:07,655 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.936, mIoU: 0.653
2023-07-15 00:27:07,792 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.936, mIoU: 0.653
2023-07-15 00:27:07,928 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.936, mIoU: 0.654
2023-07-15 00:27:08,061 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.936, mIoU: 0.654
2023-07-15 00:27:08,198 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.936, mIoU: 0.654
2023-07-15 00:27:08,335 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.936, mIoU: 0.654
2023-07-15 00:27:08,468 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.936, mIoU: 0.655
2023-07-15 00:27:08,605 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.936, mIoU: 0.655
2023-07-15 00:27:08,742 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.936, mIoU: 0.655
2023-07-15 00:27:08,874 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.936, mIoU: 0.655
2023-07-15 00:27:09,011 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.936, mIoU: 0.655
2023-07-15 00:27:09,148 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.936, mIoU: 0.655
2023-07-15 00:27:09,284 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.936, mIoU: 0.655
2023-07-15 00:27:09,421 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.936, mIoU: 0.656
2023-07-15 00:27:09,558 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.937, mIoU: 0.656
2023-07-15 00:27:09,690 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.937, mIoU: 0.656
2023-07-15 00:27:09,823 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.937, mIoU: 0.656
2023-07-15 00:27:09,957 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.937, mIoU: 0.657
2023-07-15 00:27:10,090 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.937, mIoU: 0.656
2023-07-15 00:27:10,223 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.937, mIoU: 0.657
2023-07-15 00:27:10,355 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.937, mIoU: 0.656
2023-07-15 00:27:10,488 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.937, mIoU: 0.656
2023-07-15 00:27:10,621 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.937, mIoU: 0.656
2023-07-15 00:27:10,752 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.937, mIoU: 0.656
2023-07-15 00:27:10,886 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.937, mIoU: 0.656
2023-07-15 00:27:11,020 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.937, mIoU: 0.656
2023-07-15 00:27:11,150 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.938, mIoU: 0.656
2023-07-15 00:27:11,284 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.938, mIoU: 0.656
2023-07-15 00:27:11,419 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.938, mIoU: 0.657
2023-07-15 00:27:11,548 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.938, mIoU: 0.657
2023-07-15 00:27:11,682 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.938, mIoU: 0.657
2023-07-15 00:27:11,818 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.938, mIoU: 0.657
2023-07-15 00:27:11,950 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.938, mIoU: 0.657
2023-07-15 00:27:12,083 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.938, mIoU: 0.657
2023-07-15 00:27:12,220 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.938, mIoU: 0.658
2023-07-15 00:27:12,351 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.938, mIoU: 0.658
2023-07-15 00:27:12,484 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.938, mIoU: 0.658
2023-07-15 00:27:12,619 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.938, mIoU: 0.658
2023-07-15 00:27:12,752 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.938, mIoU: 0.658
2023-07-15 00:27:12,886 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.938, mIoU: 0.658
2023-07-15 00:27:13,020 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.938, mIoU: 0.658
2023-07-15 00:27:13,153 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.938, mIoU: 0.659
2023-07-15 00:27:13,286 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.938, mIoU: 0.659
2023-07-15 00:27:13,417 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.938, mIoU: 0.659
2023-07-15 00:27:13,553 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.939, mIoU: 0.659
2023-07-15 00:27:13,688 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.939, mIoU: 0.659
2023-07-15 00:27:13,823 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.939, mIoU: 0.659
2023-07-15 00:27:13,960 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.939, mIoU: 0.659
2023-07-15 00:27:14,097 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.939, mIoU: 0.659
2023-07-15 00:27:14,231 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.939, mIoU: 0.659
2023-07-15 00:27:14,368 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.939, mIoU: 0.659
2023-07-15 00:27:14,504 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.939, mIoU: 0.659
2023-07-15 00:27:14,639 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.939, mIoU: 0.659
2023-07-15 00:27:14,776 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.939, mIoU: 0.659
2023-07-15 00:27:14,913 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.939, mIoU: 0.660
2023-07-15 00:27:15,047 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.939, mIoU: 0.659
2023-07-15 00:27:15,184 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.939, mIoU: 0.659
2023-07-15 00:27:15,321 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.939, mIoU: 0.660
2023-07-15 00:27:15,454 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.939, mIoU: 0.660
2023-07-15 00:27:15,591 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.939, mIoU: 0.660
2023-07-15 00:27:15,727 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.940, mIoU: 0.660
2023-07-15 00:27:15,860 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.940, mIoU: 0.660
2023-07-15 00:27:15,997 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.940, mIoU: 0.660
2023-07-15 00:27:16,134 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.940, mIoU: 0.660
2023-07-15 00:27:16,267 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.940, mIoU: 0.660
2023-07-15 00:27:16,405 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.940, mIoU: 0.660
2023-07-15 00:27:16,542 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.940, mIoU: 0.660
2023-07-15 00:27:16,674 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.940, mIoU: 0.660
2023-07-15 00:27:16,811 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.940, mIoU: 0.660
2023-07-15 00:27:16,948 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.940, mIoU: 0.660
2023-07-15 00:27:17,080 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.940, mIoU: 0.660
2023-07-15 00:27:17,217 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.940, mIoU: 0.661
2023-07-15 00:27:17,355 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.940, mIoU: 0.661
2023-07-15 00:27:17,491 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.940, mIoU: 0.661
2023-07-15 00:27:17,627 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.940, mIoU: 0.661
2023-07-15 00:27:17,763 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.940, mIoU: 0.661
2023-07-15 00:27:17,896 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 00:27:18,029 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 00:27:18,165 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 00:27:18,297 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 00:27:18,433 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 00:27:18,569 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 00:27:18,702 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 00:27:18,834 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-15 00:27:18,970 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-15 00:27:19,102 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 00:27:19,237 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 00:27:19,373 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 00:27:19,505 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 00:27:19,638 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 00:27:19,764 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 00:27:19,908 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 00:27:20,052 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 00:27:20,194 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 00:27:20,338 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 00:27:20,482 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 00:27:20,628 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 00:27:20,772 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 00:27:20,911 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 00:27:21,053 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 00:27:21,195 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 00:27:21,339 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 00:27:21,482 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 00:27:21,624 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 00:27:21,768 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 00:27:21,912 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 00:27:22,053 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 00:27:22,196 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 00:27:22,337 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 00:27:22,476 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 00:27:22,615 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 00:27:22,752 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 00:27:22,890 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 00:27:23,026 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 00:27:23,165 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-15 00:27:23,303 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.942, mIoU: 0.663
2023-07-15 00:27:23,437 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.942, mIoU: 0.663
2023-07-15 00:27:23,573 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-15 00:27:23,711 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.942, mIoU: 0.663
2023-07-15 00:27:23,845 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.942, mIoU: 0.663
2023-07-15 00:27:23,981 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.942, mIoU: 0.663
2023-07-15 00:27:24,119 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.942, mIoU: 0.663
2023-07-15 00:27:24,253 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.942, mIoU: 0.663
2023-07-15 00:27:24,387 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.942, mIoU: 0.663
2023-07-15 00:28:01,763 semantic_segmentation INFO: Iters: 35210/50000 || Lr: 0.006683 || Task Loss: 0.3798 || KD Loss: 0.1138|| 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: 1 day, 11:23:44 || Estimated Time: 14:52:04
2023-07-15 00:28:38,808 semantic_segmentation INFO: Iters: 35220/50000 || Lr: 0.006679 || Task Loss: 0.2631 || KD Loss: 0.0940|| 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: 1 day, 11:24:21 || Estimated Time: 14:51:28
2023-07-15 00:29:15,681 semantic_segmentation INFO: Iters: 35230/50000 || Lr: 0.006675 || Task Loss: 0.2433 || KD Loss: 0.0924|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:24:58 || Estimated Time: 14:50:52
2023-07-15 00:29:52,521 semantic_segmentation INFO: Iters: 35240/50000 || Lr: 0.006671 || Task Loss: 0.1941 || KD Loss: 0.0561|| 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 day, 11:25:35 || Estimated Time: 14:50:16
2023-07-15 00:30:29,582 semantic_segmentation INFO: Iters: 35250/50000 || Lr: 0.006666 || Task Loss: 0.2690 || KD Loss: 0.0974|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:26:12 || Estimated Time: 14:49:40
2023-07-15 00:31:06,827 semantic_segmentation INFO: Iters: 35260/50000 || Lr: 0.006662 || Task Loss: 0.2708 || KD Loss: 0.1140|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:26:49 || Estimated Time: 14:49:05
2023-07-15 00:31:43,541 semantic_segmentation INFO: Iters: 35270/50000 || Lr: 0.006658 || Task Loss: 0.2362 || KD Loss: 0.0792|| 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: 1 day, 11:27:26 || Estimated Time: 14:48:29
2023-07-15 00:32:20,580 semantic_segmentation INFO: Iters: 35280/50000 || Lr: 0.006654 || Task Loss: 0.3581 || KD Loss: 0.1454|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:28:03 || Estimated Time: 14:47:53
2023-07-15 00:32:57,568 semantic_segmentation INFO: Iters: 35290/50000 || Lr: 0.006650 || Task Loss: 0.2510 || KD Loss: 0.1033|| 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: 1 day, 11:28:40 || Estimated Time: 14:47:17
2023-07-15 00:33:34,722 semantic_segmentation INFO: Iters: 35300/50000 || Lr: 0.006646 || Task Loss: 0.2252 || KD Loss: 0.1002|| 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 day, 11:29:17 || Estimated Time: 14:46:41
2023-07-15 00:34:11,915 semantic_segmentation INFO: Iters: 35310/50000 || Lr: 0.006642 || Task Loss: 0.3507 || KD Loss: 0.1369|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:29:54 || Estimated Time: 14:46:05
2023-07-15 00:34:48,669 semantic_segmentation INFO: Iters: 35320/50000 || Lr: 0.006638 || Task Loss: 0.3279 || KD Loss: 0.2473|| 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: 1 day, 11:30:31 || Estimated Time: 14:45:29
2023-07-15 00:35:25,547 semantic_segmentation INFO: Iters: 35330/50000 || Lr: 0.006634 || Task Loss: 0.2816 || KD Loss: 0.1136|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:31:08 || Estimated Time: 14:44:54
2023-07-15 00:36:02,348 semantic_segmentation INFO: Iters: 35340/50000 || Lr: 0.006630 || Task Loss: 0.2101 || KD Loss: 0.1004|| 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 day, 11:31:45 || Estimated Time: 14:44:18
2023-07-15 00:36:39,558 semantic_segmentation INFO: Iters: 35350/50000 || Lr: 0.006626 || Task Loss: 0.3040 || KD Loss: 0.2154|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:32:22 || Estimated Time: 14:43:42
2023-07-15 00:37:16,667 semantic_segmentation INFO: Iters: 35360/50000 || Lr: 0.006622 || Task Loss: 0.2629 || KD Loss: 0.1048|| 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: 1 day, 11:32:59 || Estimated Time: 14:43:06
2023-07-15 00:37:53,746 semantic_segmentation INFO: Iters: 35370/50000 || Lr: 0.006618 || Task Loss: 0.3019 || KD Loss: 0.1095|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1173|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:33:36 || Estimated Time: 14:42:30
2023-07-15 00:38:30,497 semantic_segmentation INFO: Iters: 35380/50000 || Lr: 0.006614 || Task Loss: 0.2286 || KD Loss: 0.0954|| 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: 1 day, 11:34:13 || Estimated Time: 14:41:54
2023-07-15 00:39:07,655 semantic_segmentation INFO: Iters: 35390/50000 || Lr: 0.006610 || Task Loss: 0.2805 || KD Loss: 0.0947|| 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: 1 day, 11:34:50 || Estimated Time: 14:41:18
2023-07-15 00:39:45,184 semantic_segmentation INFO: Iters: 35400/50000 || Lr: 0.006605 || Task Loss: 0.3385 || KD Loss: 0.1181|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:35:28 || Estimated Time: 14:40:43
2023-07-15 00:40:21,969 semantic_segmentation INFO: Iters: 35410/50000 || Lr: 0.006601 || Task Loss: 0.2953 || KD Loss: 0.1440|| 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: 1 day, 11:36:04 || Estimated Time: 14:40:07
2023-07-15 00:40:59,069 semantic_segmentation INFO: Iters: 35420/50000 || Lr: 0.006597 || Task Loss: 0.2542 || KD Loss: 0.0879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:36:42 || Estimated Time: 14:39:31
2023-07-15 00:41:35,999 semantic_segmentation INFO: Iters: 35430/50000 || Lr: 0.006593 || Task Loss: 0.2843 || KD Loss: 0.1216|| 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, 11:37:18 || Estimated Time: 14:38:55
2023-07-15 00:42:13,092 semantic_segmentation INFO: Iters: 35440/50000 || Lr: 0.006589 || Task Loss: 0.3058 || KD Loss: 0.0993|| 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 day, 11:37:56 || Estimated Time: 14:38:19
2023-07-15 00:42:50,255 semantic_segmentation INFO: Iters: 35450/50000 || Lr: 0.006585 || Task Loss: 0.3525 || KD Loss: 0.1464|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:38:33 || Estimated Time: 14:37:44
2023-07-15 00:43:27,253 semantic_segmentation INFO: Iters: 35460/50000 || Lr: 0.006581 || Task Loss: 0.3081 || KD Loss: 0.1084|| 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: 1 day, 11:39:10 || Estimated Time: 14:37:08
2023-07-15 00:44:04,242 semantic_segmentation INFO: Iters: 35470/50000 || Lr: 0.006577 || Task Loss: 0.2976 || KD Loss: 0.2035|| 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: 1 day, 11:39:47 || Estimated Time: 14:36:32
2023-07-15 00:44:41,156 semantic_segmentation INFO: Iters: 35480/50000 || Lr: 0.006573 || Task Loss: 0.2377 || KD Loss: 0.0811|| 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: 1 day, 11:40:24 || Estimated Time: 14:35:56
2023-07-15 00:45:18,290 semantic_segmentation INFO: Iters: 35490/50000 || Lr: 0.006569 || Task Loss: 0.3537 || KD Loss: 0.1430|| 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: 1 day, 11:41:01 || Estimated Time: 14:35:20
2023-07-15 00:45:55,257 semantic_segmentation INFO: Iters: 35500/50000 || Lr: 0.006565 || Task Loss: 0.2577 || KD Loss: 0.0860|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:41:38 || Estimated Time: 14:34:44
2023-07-15 00:46:32,133 semantic_segmentation INFO: Iters: 35510/50000 || Lr: 0.006561 || Task Loss: 0.4130 || KD Loss: 0.1288|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:42:15 || Estimated Time: 14:34:08
2023-07-15 00:47:09,208 semantic_segmentation INFO: Iters: 35520/50000 || Lr: 0.006557 || Task Loss: 0.2724 || KD Loss: 0.0901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:42:52 || Estimated Time: 14:33:32
2023-07-15 00:47:46,538 semantic_segmentation INFO: Iters: 35530/50000 || Lr: 0.006552 || Task Loss: 0.3017 || KD Loss: 0.0965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:43:29 || Estimated Time: 14:32:57
2023-07-15 00:48:23,354 semantic_segmentation INFO: Iters: 35540/50000 || Lr: 0.006548 || Task Loss: 0.3675 || KD Loss: 0.1144|| 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: 1 day, 11:44:06 || Estimated Time: 14:32:21
2023-07-15 00:49:00,079 semantic_segmentation INFO: Iters: 35550/50000 || Lr: 0.006544 || Task Loss: 0.2128 || KD Loss: 0.0614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:44:43 || Estimated Time: 14:31:45
2023-07-15 00:49:37,075 semantic_segmentation INFO: Iters: 35560/50000 || Lr: 0.006540 || Task Loss: 0.3128 || KD Loss: 0.1348|| 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: 1 day, 11:45:20 || Estimated Time: 14:31:09
2023-07-15 00:50:13,894 semantic_segmentation INFO: Iters: 35570/50000 || Lr: 0.006536 || Task Loss: 0.2208 || KD Loss: 0.0754|| 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 day, 11:45:56 || Estimated Time: 14:30:33
2023-07-15 00:50:51,215 semantic_segmentation INFO: Iters: 35580/50000 || Lr: 0.006532 || Task Loss: 0.2456 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:46:34 || Estimated Time: 14:29:57
2023-07-15 00:51:28,214 semantic_segmentation INFO: Iters: 35590/50000 || Lr: 0.006528 || Task Loss: 0.5103 || KD Loss: 0.2170|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:47:11 || Estimated Time: 14:29:21
2023-07-15 00:52:05,175 semantic_segmentation INFO: Iters: 35600/50000 || Lr: 0.006524 || Task Loss: 0.3150 || KD Loss: 0.0927|| 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: 1 day, 11:47:48 || Estimated Time: 14:28:45
2023-07-15 00:52:42,297 semantic_segmentation INFO: Iters: 35610/50000 || Lr: 0.006520 || Task Loss: 0.3099 || KD Loss: 0.1083|| 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: 1 day, 11:48:25 || Estimated Time: 14:28:10
2023-07-15 00:53:19,502 semantic_segmentation INFO: Iters: 35620/50000 || Lr: 0.006516 || Task Loss: 0.2289 || KD Loss: 0.0709|| 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 day, 11:49:02 || Estimated Time: 14:27:34
2023-07-15 00:53:56,186 semantic_segmentation INFO: Iters: 35630/50000 || Lr: 0.006512 || Task Loss: 0.2464 || KD Loss: 0.0707|| 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: 1 day, 11:49:39 || Estimated Time: 14:26:58
2023-07-15 00:54:33,413 semantic_segmentation INFO: Iters: 35640/50000 || Lr: 0.006508 || Task Loss: 0.2997 || KD Loss: 0.0861|| 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 day, 11:50:16 || Estimated Time: 14:26:22
2023-07-15 00:55:10,297 semantic_segmentation INFO: Iters: 35650/50000 || Lr: 0.006504 || Task Loss: 0.3765 || KD Loss: 0.1143|| 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: 1 day, 11:50:53 || Estimated Time: 14:25:46
2023-07-15 00:55:47,556 semantic_segmentation INFO: Iters: 35660/50000 || Lr: 0.006499 || Task Loss: 0.2396 || KD Loss: 0.0747|| 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: 1 day, 11:51:30 || Estimated Time: 14:25:10
2023-07-15 00:56:24,556 semantic_segmentation INFO: Iters: 35670/50000 || Lr: 0.006495 || Task Loss: 0.3615 || KD Loss: 0.1108|| 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 day, 11:52:07 || Estimated Time: 14:24:34
2023-07-15 00:57:01,775 semantic_segmentation INFO: Iters: 35680/50000 || Lr: 0.006491 || Task Loss: 0.3143 || KD Loss: 0.1108|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:52:44 || Estimated Time: 14:23:59
2023-07-15 00:57:38,692 semantic_segmentation INFO: Iters: 35690/50000 || Lr: 0.006487 || Task Loss: 0.2245 || KD Loss: 0.0853|| 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 day, 11:53:21 || Estimated Time: 14:23:23
2023-07-15 00:58:15,852 semantic_segmentation INFO: Iters: 35700/50000 || Lr: 0.006483 || Task Loss: 0.3685 || KD Loss: 0.1385|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:53:58 || Estimated Time: 14:22:47
2023-07-15 00:58:52,858 semantic_segmentation INFO: Iters: 35710/50000 || Lr: 0.006479 || Task Loss: 0.2038 || KD Loss: 0.0992|| 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: 1 day, 11:54:35 || Estimated Time: 14:22:11
2023-07-15 00:59:29,764 semantic_segmentation INFO: Iters: 35720/50000 || Lr: 0.006475 || Task Loss: 0.3062 || KD Loss: 0.1465|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:55:12 || Estimated Time: 14:21:35
2023-07-15 01:00:06,879 semantic_segmentation INFO: Iters: 35730/50000 || Lr: 0.006471 || Task Loss: 0.5026 || KD Loss: 0.2258|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:55:49 || Estimated Time: 14:20:59
2023-07-15 01:00:43,928 semantic_segmentation INFO: Iters: 35740/50000 || Lr: 0.006467 || Task Loss: 0.2454 || KD Loss: 0.0831|| 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: 1 day, 11:56:26 || Estimated Time: 14:20:23
2023-07-15 01:01:20,895 semantic_segmentation INFO: Iters: 35750/50000 || Lr: 0.006463 || Task Loss: 0.2095 || KD Loss: 0.0678|| 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 day, 11:57:03 || Estimated Time: 14:19:48
2023-07-15 01:01:57,751 semantic_segmentation INFO: Iters: 35760/50000 || Lr: 0.006459 || Task Loss: 0.2789 || KD Loss: 0.1143|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:57:40 || Estimated Time: 14:19:12
2023-07-15 01:02:35,146 semantic_segmentation INFO: Iters: 35770/50000 || Lr: 0.006455 || Task Loss: 0.3192 || KD Loss: 0.1160|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:58:18 || Estimated Time: 14:18:36
2023-07-15 01:03:12,147 semantic_segmentation INFO: Iters: 35780/50000 || Lr: 0.006451 || Task Loss: 0.3059 || KD Loss: 0.1470|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 11:58:55 || Estimated Time: 14:18:00
2023-07-15 01:03:49,011 semantic_segmentation INFO: Iters: 35790/50000 || Lr: 0.006446 || Task Loss: 0.3812 || KD Loss: 0.1430|| 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: 1 day, 11:59:32 || Estimated Time: 14:17:24
2023-07-15 01:04:26,120 semantic_segmentation INFO: Iters: 35800/50000 || Lr: 0.006442 || Task Loss: 0.2402 || KD Loss: 0.0735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:00:09 || Estimated Time: 14:16:48
2023-07-15 01:05:03,307 semantic_segmentation INFO: Iters: 35810/50000 || Lr: 0.006438 || Task Loss: 0.2608 || KD Loss: 0.0761|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:00:46 || Estimated Time: 14:16:12
2023-07-15 01:05:40,151 semantic_segmentation INFO: Iters: 35820/50000 || Lr: 0.006434 || Task Loss: 0.4459 || KD Loss: 0.1817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:01:23 || Estimated Time: 14:15:36
2023-07-15 01:06:17,410 semantic_segmentation INFO: Iters: 35830/50000 || Lr: 0.006430 || Task Loss: 0.3059 || KD Loss: 0.2038|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:02:00 || Estimated Time: 14:15:01
2023-07-15 01:06:53,960 semantic_segmentation INFO: Iters: 35840/50000 || Lr: 0.006426 || Task Loss: 0.2817 || KD Loss: 0.1393|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:02:36 || Estimated Time: 14:14:25
2023-07-15 01:07:31,601 semantic_segmentation INFO: Iters: 35850/50000 || Lr: 0.006422 || Task Loss: 0.3186 || KD Loss: 0.1130|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:03:14 || Estimated Time: 14:13:49
2023-07-15 01:08:08,906 semantic_segmentation INFO: Iters: 35860/50000 || Lr: 0.006418 || Task Loss: 0.3289 || KD Loss: 0.0999|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:03:51 || Estimated Time: 14:13:13
2023-07-15 01:08:45,566 semantic_segmentation INFO: Iters: 35870/50000 || Lr: 0.006414 || Task Loss: 0.2826 || KD Loss: 0.0877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 14:12:37
2023-07-15 01:09:22,856 semantic_segmentation INFO: Iters: 35880/50000 || Lr: 0.006410 || Task Loss: 0.4857 || KD Loss: 0.2073|| 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: 1 day, 12:05:05 || Estimated Time: 14:12:01
2023-07-15 01:09:59,761 semantic_segmentation INFO: Iters: 35890/50000 || Lr: 0.006406 || Task Loss: 0.2202 || KD Loss: 0.0824|| 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: 1 day, 12:05:42 || Estimated Time: 14:11:25
2023-07-15 01:10:36,784 semantic_segmentation INFO: Iters: 35900/50000 || Lr: 0.006402 || Task Loss: 0.2426 || KD Loss: 0.0788|| 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 day, 12:06:19 || Estimated Time: 14:10:50
2023-07-15 01:11:13,459 semantic_segmentation INFO: Iters: 35910/50000 || Lr: 0.006397 || Task Loss: 0.3324 || KD Loss: 0.1053|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1212|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:06:56 || Estimated Time: 14:10:14
2023-07-15 01:11:50,696 semantic_segmentation INFO: Iters: 35920/50000 || Lr: 0.006393 || Task Loss: 0.2769 || KD Loss: 0.1130|| 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 day, 12:07:33 || Estimated Time: 14:09:38
2023-07-15 01:12:27,591 semantic_segmentation INFO: Iters: 35930/50000 || Lr: 0.006389 || Task Loss: 0.3614 || KD Loss: 0.0868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:08:10 || Estimated Time: 14:09:02
2023-07-15 01:13:04,557 semantic_segmentation INFO: Iters: 35940/50000 || Lr: 0.006385 || Task Loss: 0.2744 || KD Loss: 0.0947|| 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: 1 day, 12:08:47 || Estimated Time: 14:08:26
2023-07-15 01:13:41,934 semantic_segmentation INFO: Iters: 35950/50000 || Lr: 0.006381 || Task Loss: 0.2938 || KD Loss: 0.1134|| 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 day, 12:09:24 || Estimated Time: 14:07:50
2023-07-15 01:14:18,837 semantic_segmentation INFO: Iters: 35960/50000 || Lr: 0.006377 || Task Loss: 0.3651 || KD Loss: 0.1025|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:10:01 || Estimated Time: 14:07:14
2023-07-15 01:14:55,477 semantic_segmentation INFO: Iters: 35970/50000 || Lr: 0.006373 || Task Loss: 0.3802 || KD Loss: 0.0864|| 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 day, 12:10:38 || Estimated Time: 14:06:38
2023-07-15 01:15:32,823 semantic_segmentation INFO: Iters: 35980/50000 || Lr: 0.006369 || Task Loss: 0.2027 || KD Loss: 0.0815|| 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: 1 day, 12:11:15 || Estimated Time: 14:06:02
2023-07-15 01:16:09,580 semantic_segmentation INFO: Iters: 35990/50000 || Lr: 0.006365 || Task Loss: 0.5149 || KD Loss: 0.2092|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:11:52 || Estimated Time: 14:05:26
2023-07-15 01:16:46,604 semantic_segmentation INFO: Iters: 36000/50000 || Lr: 0.006361 || Task Loss: 0.3249 || KD Loss: 0.1009|| 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: 1 day, 12:12:29 || Estimated Time: 14:04:51
2023-07-15 01:16:46,681 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-15 01:16:47,349 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.949, mIoU: 0.374
2023-07-15 01:16:47,484 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.960, mIoU: 0.451
2023-07-15 01:16:47,619 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.962, mIoU: 0.460
2023-07-15 01:16:47,754 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.961, mIoU: 0.492
2023-07-15 01:16:47,888 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.963, mIoU: 0.485
2023-07-15 01:16:48,024 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.965, mIoU: 0.490
2023-07-15 01:16:48,158 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.961, mIoU: 0.483
2023-07-15 01:16:48,290 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.960, mIoU: 0.511
2023-07-15 01:16:48,424 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.960, mIoU: 0.541
2023-07-15 01:16:48,561 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.954, mIoU: 0.569
2023-07-15 01:16:48,693 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.953, mIoU: 0.577
2023-07-15 01:16:48,829 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.950, mIoU: 0.593
2023-07-15 01:16:48,965 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.946, mIoU: 0.596
2023-07-15 01:16:49,097 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.943, mIoU: 0.585
2023-07-15 01:16:49,233 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.943, mIoU: 0.591
2023-07-15 01:16:49,369 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.942, mIoU: 0.582
2023-07-15 01:16:49,501 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.941, mIoU: 0.585
2023-07-15 01:16:49,635 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.941, mIoU: 0.586
2023-07-15 01:16:49,770 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.939, mIoU: 0.589
2023-07-15 01:16:49,902 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.939, mIoU: 0.596
2023-07-15 01:16:50,036 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.940, mIoU: 0.598
2023-07-15 01:16:50,172 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.933, mIoU: 0.593
2023-07-15 01:16:50,304 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.934, mIoU: 0.598
2023-07-15 01:16:50,438 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.933, mIoU: 0.606
2023-07-15 01:16:50,573 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.933, mIoU: 0.619
2023-07-15 01:16:50,705 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.933, mIoU: 0.623
2023-07-15 01:16:50,837 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.932, mIoU: 0.615
2023-07-15 01:16:50,971 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.931, mIoU: 0.612
2023-07-15 01:16:51,103 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.932, mIoU: 0.620
2023-07-15 01:16:51,235 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.931, mIoU: 0.634
2023-07-15 01:16:51,364 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.932, mIoU: 0.633
2023-07-15 01:16:51,497 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.931, mIoU: 0.632
2023-07-15 01:16:51,631 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.933, mIoU: 0.634
2023-07-15 01:16:51,760 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.933, mIoU: 0.633
2023-07-15 01:16:51,891 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.932, mIoU: 0.634
2023-07-15 01:16:52,025 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.933, mIoU: 0.631
2023-07-15 01:16:52,155 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.933, mIoU: 0.628
2023-07-15 01:16:52,287 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.931, mIoU: 0.627
2023-07-15 01:16:52,421 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.930, mIoU: 0.621
2023-07-15 01:16:52,551 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.931, mIoU: 0.621
2023-07-15 01:16:52,682 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.931, mIoU: 0.620
2023-07-15 01:16:52,814 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.932, mIoU: 0.620
2023-07-15 01:16:52,945 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.932, mIoU: 0.620
2023-07-15 01:16:53,076 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.933, mIoU: 0.621
2023-07-15 01:16:53,205 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.933, mIoU: 0.619
2023-07-15 01:16:53,337 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.934, mIoU: 0.618
2023-07-15 01:16:53,471 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.934, mIoU: 0.619
2023-07-15 01:16:53,599 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.935, mIoU: 0.618
2023-07-15 01:16:53,732 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.935, mIoU: 0.623
2023-07-15 01:16:53,867 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.935, mIoU: 0.624
2023-07-15 01:16:53,997 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.935, mIoU: 0.624
2023-07-15 01:16:54,131 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.933, mIoU: 0.620
2023-07-15 01:16:54,266 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.933, mIoU: 0.620
2023-07-15 01:16:54,398 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.933, mIoU: 0.622
2023-07-15 01:16:54,528 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.932, mIoU: 0.620
2023-07-15 01:16:54,661 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.932, mIoU: 0.617
2023-07-15 01:16:54,791 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.932, mIoU: 0.618
2023-07-15 01:16:54,923 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.932, mIoU: 0.624
2023-07-15 01:16:55,052 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.933, mIoU: 0.628
2023-07-15 01:16:55,183 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.932, mIoU: 0.626
2023-07-15 01:16:55,317 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.932, mIoU: 0.629
2023-07-15 01:16:55,445 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.932, mIoU: 0.631
2023-07-15 01:16:55,577 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.932, mIoU: 0.629
2023-07-15 01:16:55,713 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.932, mIoU: 0.634
2023-07-15 01:16:55,844 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.931, mIoU: 0.635
2023-07-15 01:16:55,979 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.931, mIoU: 0.636
2023-07-15 01:16:56,112 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-15 01:16:56,243 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.930, mIoU: 0.636
2023-07-15 01:16:56,375 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.930, mIoU: 0.635
2023-07-15 01:16:56,508 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.930, mIoU: 0.635
2023-07-15 01:16:56,646 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.931, mIoU: 0.636
2023-07-15 01:16:56,783 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.931, mIoU: 0.633
2023-07-15 01:16:56,921 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.931, mIoU: 0.631
2023-07-15 01:16:57,060 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.931, mIoU: 0.630
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2023-07-15 01:16:58,448 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.930, mIoU: 0.629
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2023-07-15 01:16:58,723 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.927, mIoU: 0.626
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2023-07-15 01:16:59,937 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.929, mIoU: 0.640
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2023-07-15 01:17:00,876 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.926, mIoU: 0.638
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2023-07-15 01:17:03,124 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.926, mIoU: 0.623
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2023-07-15 01:17:03,386 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.927, mIoU: 0.622
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2023-07-15 01:17:04,847 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.928, mIoU: 0.629
2023-07-15 01:17:04,979 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.928, mIoU: 0.628
2023-07-15 01:17:05,115 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.928, mIoU: 0.627
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2023-07-15 01:17:10,414 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.930, mIoU: 0.622
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2023-07-15 01:17:11,098 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.929, mIoU: 0.621
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2023-07-15 01:17:23,326 semantic_segmentation INFO: Sample: 268, Validation pixAcc: 0.932, mIoU: 0.609
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2023-07-15 01:17:50,200 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.937, mIoU: 0.613
2023-07-15 01:17:50,334 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.937, mIoU: 0.613
2023-07-15 01:17:50,468 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.937, mIoU: 0.613
2023-07-15 01:17:50,604 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.937, mIoU: 0.613
2023-07-15 01:17:50,737 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.937, mIoU: 0.613
2023-07-15 01:17:50,869 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.937, mIoU: 0.613
2023-07-15 01:17:51,001 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.938, mIoU: 0.613
2023-07-15 01:17:51,132 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.938, mIoU: 0.613
2023-07-15 01:17:51,264 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.938, mIoU: 0.613
2023-07-15 01:17:51,395 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.938, mIoU: 0.613
2023-07-15 01:17:51,528 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.938, mIoU: 0.613
2023-07-15 01:17:51,659 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.938, mIoU: 0.613
2023-07-15 01:17:51,787 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.938, mIoU: 0.613
2023-07-15 01:17:51,922 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.938, mIoU: 0.613
2023-07-15 01:17:52,056 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.938, mIoU: 0.613
2023-07-15 01:17:52,188 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.938, mIoU: 0.613
2023-07-15 01:17:52,321 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.938, mIoU: 0.613
2023-07-15 01:17:52,457 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.938, mIoU: 0.613
2023-07-15 01:17:52,587 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-15 01:17:52,721 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-15 01:17:52,857 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.938, mIoU: 0.613
2023-07-15 01:17:52,988 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-15 01:17:53,123 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-15 01:17:53,260 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-15 01:17:53,393 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-15 01:17:53,527 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-15 01:17:53,663 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-15 01:17:53,796 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-15 01:17:53,929 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-15 01:17:54,067 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.938, mIoU: 0.614
2023-07-15 01:17:54,199 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.938, mIoU: 0.615
2023-07-15 01:17:54,333 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.938, mIoU: 0.615
2023-07-15 01:17:54,469 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.938, mIoU: 0.615
2023-07-15 01:17:54,601 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.939, mIoU: 0.615
2023-07-15 01:17:54,732 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.939, mIoU: 0.615
2023-07-15 01:18:31,758 semantic_segmentation INFO: Iters: 36010/50000 || Lr: 0.006357 || Task Loss: 0.2731 || KD Loss: 0.0891|| 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: 1 day, 12:14:14 || Estimated Time: 14:04:41
2023-07-15 01:19:09,036 semantic_segmentation INFO: Iters: 36020/50000 || Lr: 0.006352 || Task Loss: 0.2502 || KD Loss: 0.0767|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:14:52 || Estimated Time: 14:04:05
2023-07-15 01:19:45,896 semantic_segmentation INFO: Iters: 36030/50000 || Lr: 0.006348 || Task Loss: 0.3365 || KD Loss: 0.1244|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:15:28 || Estimated Time: 14:03:29
2023-07-15 01:20:23,143 semantic_segmentation INFO: Iters: 36040/50000 || Lr: 0.006344 || Task Loss: 0.2896 || KD Loss: 0.1141|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:16:06 || Estimated Time: 14:02:53
2023-07-15 01:20:59,984 semantic_segmentation INFO: Iters: 36050/50000 || Lr: 0.006340 || Task Loss: 0.2705 || KD Loss: 0.0897|| 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 day, 12:16:42 || Estimated Time: 14:02:17
2023-07-15 01:21:37,176 semantic_segmentation INFO: Iters: 36060/50000 || Lr: 0.006336 || Task Loss: 0.2403 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 14:01:42
2023-07-15 01:22:14,229 semantic_segmentation INFO: Iters: 36070/50000 || Lr: 0.006332 || Task Loss: 0.3548 || KD Loss: 0.1372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:17:57 || Estimated Time: 14:01:06
2023-07-15 01:22:51,747 semantic_segmentation INFO: Iters: 36080/50000 || Lr: 0.006328 || Task Loss: 0.2705 || KD Loss: 0.0844|| 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: 1 day, 12:18:34 || Estimated Time: 14:00:30
2023-07-15 01:23:28,457 semantic_segmentation INFO: Iters: 36090/50000 || Lr: 0.006324 || Task Loss: 0.3953 || KD Loss: 0.1418|| 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: 1 day, 12:19:11 || Estimated Time: 13:59:54
2023-07-15 01:24:06,026 semantic_segmentation INFO: Iters: 36100/50000 || Lr: 0.006320 || Task Loss: 0.2840 || KD Loss: 0.1179|| 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: 1 day, 12:19:49 || Estimated Time: 13:59:18
2023-07-15 01:24:43,092 semantic_segmentation INFO: Iters: 36110/50000 || Lr: 0.006316 || Task Loss: 0.4734 || KD Loss: 0.1662|| 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: 1 day, 12:20:26 || Estimated Time: 13:58:42
2023-07-15 01:25:19,804 semantic_segmentation INFO: Iters: 36120/50000 || Lr: 0.006312 || Task Loss: 0.2330 || KD Loss: 0.0846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:21:02 || Estimated Time: 13:58:06
2023-07-15 01:25:56,909 semantic_segmentation INFO: Iters: 36130/50000 || Lr: 0.006307 || Task Loss: 0.2638 || KD Loss: 0.0913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:21:39 || Estimated Time: 13:57:30
2023-07-15 01:26:34,284 semantic_segmentation INFO: Iters: 36140/50000 || Lr: 0.006303 || Task Loss: 0.3888 || KD Loss: 0.1179|| 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, 12:22:17 || Estimated Time: 13:56:55
2023-07-15 01:27:11,305 semantic_segmentation INFO: Iters: 36150/50000 || Lr: 0.006299 || Task Loss: 0.2398 || KD Loss: 0.0719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:22:54 || Estimated Time: 13:56:19
2023-07-15 01:27:48,054 semantic_segmentation INFO: Iters: 36160/50000 || Lr: 0.006295 || Task Loss: 0.2876 || KD Loss: 0.0857|| 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: 1 day, 12:23:31 || Estimated Time: 13:55:43
2023-07-15 01:28:25,131 semantic_segmentation INFO: Iters: 36170/50000 || Lr: 0.006291 || Task Loss: 0.4450 || KD Loss: 0.1382|| 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: 1 day, 12:24:08 || Estimated Time: 13:55:07
2023-07-15 01:29:02,212 semantic_segmentation INFO: Iters: 36180/50000 || Lr: 0.006287 || Task Loss: 0.2870 || KD Loss: 0.0938|| 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 day, 12:24:45 || Estimated Time: 13:54:31
2023-07-15 01:29:39,663 semantic_segmentation INFO: Iters: 36190/50000 || Lr: 0.006283 || Task Loss: 0.2358 || KD Loss: 0.1068|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:25:22 || Estimated Time: 13:53:55
2023-07-15 01:30:16,994 semantic_segmentation INFO: Iters: 36200/50000 || Lr: 0.006279 || Task Loss: 0.2954 || KD Loss: 0.0984|| 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: 1 day, 12:25:59 || Estimated Time: 13:53:19
2023-07-15 01:30:53,845 semantic_segmentation INFO: Iters: 36210/50000 || Lr: 0.006275 || Task Loss: 0.2229 || KD Loss: 0.0703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:26:36 || Estimated Time: 13:52:43
2023-07-15 01:31:30,794 semantic_segmentation INFO: Iters: 36220/50000 || Lr: 0.006271 || Task Loss: 0.4265 || KD Loss: 0.1874|| 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: 1 day, 12:27:13 || Estimated Time: 13:52:07
2023-07-15 01:32:07,840 semantic_segmentation INFO: Iters: 36230/50000 || Lr: 0.006267 || Task Loss: 0.2442 || KD Loss: 0.0852|| 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: 1 day, 12:27:50 || Estimated Time: 13:51:31
2023-07-15 01:32:44,806 semantic_segmentation INFO: Iters: 36240/50000 || Lr: 0.006262 || Task Loss: 0.3134 || KD Loss: 0.1071|| 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: 1 day, 12:28:27 || Estimated Time: 13:50:55
2023-07-15 01:33:21,932 semantic_segmentation INFO: Iters: 36250/50000 || Lr: 0.006258 || Task Loss: 0.2612 || KD Loss: 0.0732|| 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: 1 day, 12:29:04 || Estimated Time: 13:50:20
2023-07-15 01:33:59,040 semantic_segmentation INFO: Iters: 36260/50000 || Lr: 0.006254 || Task Loss: 0.3432 || KD Loss: 0.1352|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:29:42 || Estimated Time: 13:49:44
2023-07-15 01:34:36,223 semantic_segmentation INFO: Iters: 36270/50000 || Lr: 0.006250 || Task Loss: 0.3623 || KD Loss: 0.1057|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:30:19 || Estimated Time: 13:49:08
2023-07-15 01:35:13,207 semantic_segmentation INFO: Iters: 36280/50000 || Lr: 0.006246 || Task Loss: 0.2848 || KD Loss: 0.0998|| 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: 1 day, 12:30:56 || Estimated Time: 13:48:32
2023-07-15 01:35:50,288 semantic_segmentation INFO: Iters: 36290/50000 || Lr: 0.006242 || Task Loss: 0.2992 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 13:47:56
2023-07-15 01:36:27,209 semantic_segmentation INFO: Iters: 36300/50000 || Lr: 0.006238 || Task Loss: 0.3223 || KD Loss: 0.1232|| 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: 1 day, 12:32:10 || Estimated Time: 13:47:20
2023-07-15 01:37:04,770 semantic_segmentation INFO: Iters: 36310/50000 || Lr: 0.006234 || Task Loss: 0.2151 || KD Loss: 0.0908|| 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: 1 day, 12:32:47 || Estimated Time: 13:46:44
2023-07-15 01:37:41,840 semantic_segmentation INFO: Iters: 36320/50000 || Lr: 0.006230 || Task Loss: 0.3591 || KD Loss: 0.0955|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:33:24 || Estimated Time: 13:46:08
2023-07-15 01:38:19,078 semantic_segmentation INFO: Iters: 36330/50000 || Lr: 0.006226 || Task Loss: 0.2808 || KD Loss: 0.1004|| 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: 1 day, 12:34:02 || Estimated Time: 13:45:32
2023-07-15 01:38:55,852 semantic_segmentation INFO: Iters: 36340/50000 || Lr: 0.006221 || Task Loss: 0.2020 || KD Loss: 0.1111|| 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 day, 12:34:38 || Estimated Time: 13:44:56
2023-07-15 01:39:32,793 semantic_segmentation INFO: Iters: 36350/50000 || Lr: 0.006217 || Task Loss: 0.3525 || KD Loss: 0.1268|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:35:15 || Estimated Time: 13:44:20
2023-07-15 01:40:10,210 semantic_segmentation INFO: Iters: 36360/50000 || Lr: 0.006213 || Task Loss: 0.3659 || KD Loss: 0.1611|| 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 day, 12:35:53 || Estimated Time: 13:43:45
2023-07-15 01:40:47,223 semantic_segmentation INFO: Iters: 36370/50000 || Lr: 0.006209 || Task Loss: 0.2787 || KD Loss: 0.1146|| 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 day, 12:36:30 || Estimated Time: 13:43:09
2023-07-15 01:41:24,188 semantic_segmentation INFO: Iters: 36380/50000 || Lr: 0.006205 || Task Loss: 0.4237 || KD Loss: 0.1456|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1202|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:37:07 || Estimated Time: 13:42:33
2023-07-15 01:42:01,597 semantic_segmentation INFO: Iters: 36390/50000 || Lr: 0.006201 || Task Loss: 0.3718 || KD Loss: 0.1070|| 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: 1 day, 12:37:44 || Estimated Time: 13:41:57
2023-07-15 01:42:38,516 semantic_segmentation INFO: Iters: 36400/50000 || Lr: 0.006197 || Task Loss: 0.3140 || KD Loss: 0.0964|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:38:21 || Estimated Time: 13:41:21
2023-07-15 01:43:15,346 semantic_segmentation INFO: Iters: 36410/50000 || Lr: 0.006193 || Task Loss: 0.3001 || KD Loss: 0.0976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:38:58 || Estimated Time: 13:40:45
2023-07-15 01:43:52,446 semantic_segmentation INFO: Iters: 36420/50000 || Lr: 0.006189 || Task Loss: 0.3512 || KD Loss: 0.1216|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:39:35 || Estimated Time: 13:40:09
2023-07-15 01:44:29,513 semantic_segmentation INFO: Iters: 36430/50000 || Lr: 0.006185 || Task Loss: 0.3848 || KD Loss: 0.1243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1211|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:40:12 || Estimated Time: 13:39:33
2023-07-15 01:45:06,866 semantic_segmentation INFO: Iters: 36440/50000 || Lr: 0.006180 || Task Loss: 0.2260 || KD Loss: 0.0784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:40:49 || Estimated Time: 13:38:57
2023-07-15 01:45:43,998 semantic_segmentation INFO: Iters: 36450/50000 || Lr: 0.006176 || Task Loss: 0.3943 || KD Loss: 0.1598|| 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 day, 12:41:26 || Estimated Time: 13:38:21
2023-07-15 01:46:20,897 semantic_segmentation INFO: Iters: 36460/50000 || Lr: 0.006172 || Task Loss: 0.2837 || KD Loss: 0.1141|| 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: 1 day, 12:42:03 || Estimated Time: 13:37:45
2023-07-15 01:46:58,383 semantic_segmentation INFO: Iters: 36470/50000 || Lr: 0.006168 || Task Loss: 0.2920 || KD Loss: 0.0921|| 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 day, 12:42:41 || Estimated Time: 13:37:10
2023-07-15 01:47:35,528 semantic_segmentation INFO: Iters: 36480/50000 || Lr: 0.006164 || Task Loss: 0.3846 || KD Loss: 0.1395|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 13:36:34
2023-07-15 01:48:12,403 semantic_segmentation INFO: Iters: 36490/50000 || Lr: 0.006160 || Task Loss: 0.2627 || KD Loss: 0.0881|| 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 day, 12:43:55 || Estimated Time: 13:35:58
2023-07-15 01:48:49,653 semantic_segmentation INFO: Iters: 36500/50000 || Lr: 0.006156 || Task Loss: 0.3002 || KD Loss: 0.0879|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1167|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:44:32 || Estimated Time: 13:35:22
2023-07-15 01:49:26,607 semantic_segmentation INFO: Iters: 36510/50000 || Lr: 0.006152 || Task Loss: 0.3022 || KD Loss: 0.1250|| 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: 1 day, 12:45:09 || Estimated Time: 13:34:46
2023-07-15 01:50:04,012 semantic_segmentation INFO: Iters: 36520/50000 || Lr: 0.006148 || Task Loss: 0.2761 || KD Loss: 0.1156|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:45:47 || Estimated Time: 13:34:10
2023-07-15 01:50:41,124 semantic_segmentation INFO: Iters: 36530/50000 || Lr: 0.006144 || Task Loss: 0.2009 || KD Loss: 0.0639|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:46:24 || Estimated Time: 13:33:34
2023-07-15 01:51:18,200 semantic_segmentation INFO: Iters: 36540/50000 || Lr: 0.006139 || Task Loss: 0.3036 || KD Loss: 0.1029|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:47:01 || Estimated Time: 13:32:58
2023-07-15 01:51:55,536 semantic_segmentation INFO: Iters: 36550/50000 || Lr: 0.006135 || Task Loss: 0.2049 || KD Loss: 0.0663|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1201|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:47:38 || Estimated Time: 13:32:22
2023-07-15 01:52:32,390 semantic_segmentation INFO: Iters: 36560/50000 || Lr: 0.006131 || Task Loss: 0.2546 || KD Loss: 0.0895|| 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: 1 day, 12:48:15 || Estimated Time: 13:31:46
2023-07-15 01:53:09,677 semantic_segmentation INFO: Iters: 36570/50000 || Lr: 0.006127 || Task Loss: 0.2511 || KD Loss: 0.1001|| 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: 1 day, 12:48:52 || Estimated Time: 13:31:10
2023-07-15 01:53:46,587 semantic_segmentation INFO: Iters: 36580/50000 || Lr: 0.006123 || Task Loss: 0.2800 || KD Loss: 0.0796|| 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: 1 day, 12:49:29 || Estimated Time: 13:30:34
2023-07-15 01:54:23,965 semantic_segmentation INFO: Iters: 36590/50000 || Lr: 0.006119 || Task Loss: 0.2725 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:50:06 || Estimated Time: 13:29:59
2023-07-15 01:55:01,271 semantic_segmentation INFO: Iters: 36600/50000 || Lr: 0.006115 || Task Loss: 0.3269 || KD Loss: 0.1426|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:50:44 || Estimated Time: 13:29:23
2023-07-15 01:55:38,586 semantic_segmentation INFO: Iters: 36610/50000 || Lr: 0.006111 || Task Loss: 0.1806 || KD Loss: 0.0554|| 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 day, 12:51:21 || Estimated Time: 13:28:47
2023-07-15 01:56:15,415 semantic_segmentation INFO: Iters: 36620/50000 || Lr: 0.006107 || Task Loss: 0.3106 || KD Loss: 0.1097|| 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: 1 day, 12:51:58 || Estimated Time: 13:28:11
2023-07-15 01:56:52,657 semantic_segmentation INFO: Iters: 36630/50000 || Lr: 0.006102 || Task Loss: 0.2768 || KD Loss: 0.0979|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:52:35 || Estimated Time: 13:27:35
2023-07-15 01:57:29,698 semantic_segmentation INFO: Iters: 36640/50000 || Lr: 0.006098 || Task Loss: 0.3856 || KD Loss: 0.1418|| 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: 1 day, 12:53:12 || Estimated Time: 13:26:59
2023-07-15 01:58:07,111 semantic_segmentation INFO: Iters: 36650/50000 || Lr: 0.006094 || Task Loss: 0.2879 || KD Loss: 0.0835|| 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: 1 day, 12:53:50 || Estimated Time: 13:26:23
2023-07-15 01:58:44,339 semantic_segmentation INFO: Iters: 36660/50000 || Lr: 0.006090 || Task Loss: 0.3140 || KD Loss: 0.0910|| 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: 1 day, 12:54:27 || Estimated Time: 13:25:47
2023-07-15 01:59:21,422 semantic_segmentation INFO: Iters: 36670/50000 || Lr: 0.006086 || Task Loss: 0.2390 || KD Loss: 0.0799|| 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 day, 12:55:04 || Estimated Time: 13:25:11
2023-07-15 01:59:58,371 semantic_segmentation INFO: Iters: 36680/50000 || Lr: 0.006082 || Task Loss: 0.3165 || KD Loss: 0.1027|| 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: 1 day, 12:55:41 || Estimated Time: 13:24:35
2023-07-15 02:00:35,656 semantic_segmentation INFO: Iters: 36690/50000 || Lr: 0.006078 || Task Loss: 0.3512 || KD Loss: 0.1045|| 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: 1 day, 12:56:18 || Estimated Time: 13:24:00
2023-07-15 02:01:13,032 semantic_segmentation INFO: Iters: 36700/50000 || Lr: 0.006074 || Task Loss: 0.2677 || KD Loss: 0.0981|| 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 day, 12:56:56 || Estimated Time: 13:23:24
2023-07-15 02:01:49,908 semantic_segmentation INFO: Iters: 36710/50000 || Lr: 0.006070 || Task Loss: 0.2398 || KD Loss: 0.0877|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:57:32 || Estimated Time: 13:22:48
2023-07-15 02:02:27,299 semantic_segmentation INFO: Iters: 36720/50000 || Lr: 0.006065 || Task Loss: 0.3076 || KD Loss: 0.1194|| 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: 1 day, 12:58:10 || Estimated Time: 13:22:12
2023-07-15 02:03:04,275 semantic_segmentation INFO: Iters: 36730/50000 || Lr: 0.006061 || Task Loss: 0.3948 || KD Loss: 0.1298|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1172|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:58:47 || Estimated Time: 13:21:36
2023-07-15 02:03:41,438 semantic_segmentation INFO: Iters: 36740/50000 || Lr: 0.006057 || Task Loss: 0.2273 || KD Loss: 0.0695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 12:59:24 || Estimated Time: 13:21:00
2023-07-15 02:04:18,655 semantic_segmentation INFO: Iters: 36750/50000 || Lr: 0.006053 || Task Loss: 0.3209 || KD Loss: 0.0802|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 13:20:24
2023-07-15 02:04:55,581 semantic_segmentation INFO: Iters: 36760/50000 || Lr: 0.006049 || Task Loss: 0.3162 || KD Loss: 0.1033|| 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: 1 day, 13:00:38 || Estimated Time: 13:19:48
2023-07-15 02:05:32,731 semantic_segmentation INFO: Iters: 36770/50000 || Lr: 0.006045 || Task Loss: 0.2506 || KD Loss: 0.0837|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:01:15 || Estimated Time: 13:19:12
2023-07-15 02:06:10,065 semantic_segmentation INFO: Iters: 36780/50000 || Lr: 0.006041 || Task Loss: 0.3035 || KD Loss: 0.0861|| 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: 1 day, 13:01:53 || Estimated Time: 13:18:36
2023-07-15 02:06:47,312 semantic_segmentation INFO: Iters: 36790/50000 || Lr: 0.006037 || Task Loss: 0.2353 || KD Loss: 0.0744|| 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 day, 13:02:30 || Estimated Time: 13:18:00
2023-07-15 02:07:24,832 semantic_segmentation INFO: Iters: 36800/50000 || Lr: 0.006033 || Task Loss: 0.2807 || KD Loss: 0.1068|| 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: 1 day, 13:03:07 || Estimated Time: 13:17:25
2023-07-15 02:07:24,901 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-15 02:07:25,484 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.966, mIoU: 0.386
2023-07-15 02:07:25,629 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.969, mIoU: 0.455
2023-07-15 02:07:25,760 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.967, mIoU: 0.461
2023-07-15 02:07:25,890 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.964, mIoU: 0.498
2023-07-15 02:07:26,025 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.966, mIoU: 0.490
2023-07-15 02:07:26,161 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.967, mIoU: 0.495
2023-07-15 02:07:26,294 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.520
2023-07-15 02:07:26,429 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.552
2023-07-15 02:07:26,564 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.963, mIoU: 0.597
2023-07-15 02:07:26,697 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.631
2023-07-15 02:07:26,832 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.958, mIoU: 0.639
2023-07-15 02:07:26,967 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.952, mIoU: 0.651
2023-07-15 02:07:27,100 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.948, mIoU: 0.648
2023-07-15 02:07:27,232 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.947, mIoU: 0.647
2023-07-15 02:07:27,363 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.947, mIoU: 0.650
2023-07-15 02:07:27,498 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.944, mIoU: 0.641
2023-07-15 02:07:27,632 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.944, mIoU: 0.643
2023-07-15 02:07:27,765 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.944, mIoU: 0.643
2023-07-15 02:07:27,900 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.941, mIoU: 0.643
2023-07-15 02:07:28,035 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.940, mIoU: 0.651
2023-07-15 02:07:28,167 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.941, mIoU: 0.652
2023-07-15 02:07:28,301 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.933, mIoU: 0.638
2023-07-15 02:07:28,437 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.934, mIoU: 0.643
2023-07-15 02:07:28,569 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.934, mIoU: 0.652
2023-07-15 02:07:28,704 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.933, mIoU: 0.662
2023-07-15 02:07:28,840 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.933, mIoU: 0.664
2023-07-15 02:07:28,973 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.932, mIoU: 0.652
2023-07-15 02:07:29,106 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.931, mIoU: 0.650
2023-07-15 02:07:29,241 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.931, mIoU: 0.658
2023-07-15 02:07:29,373 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.931, mIoU: 0.665
2023-07-15 02:07:29,506 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.931, mIoU: 0.662
2023-07-15 02:07:29,642 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.931, mIoU: 0.660
2023-07-15 02:07:29,773 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.932, mIoU: 0.661
2023-07-15 02:07:29,906 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.932, mIoU: 0.659
2023-07-15 02:07:30,041 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.932, mIoU: 0.660
2023-07-15 02:07:30,173 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.932, mIoU: 0.658
2023-07-15 02:07:30,308 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.932, mIoU: 0.655
2023-07-15 02:07:30,440 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.931, mIoU: 0.655
2023-07-15 02:07:30,572 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.931, mIoU: 0.653
2023-07-15 02:07:30,705 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.932, mIoU: 0.654
2023-07-15 02:07:30,834 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.932, mIoU: 0.649
2023-07-15 02:07:30,968 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.933, mIoU: 0.648
2023-07-15 02:07:31,102 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.933, mIoU: 0.647
2023-07-15 02:07:31,231 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.933, mIoU: 0.647
2023-07-15 02:07:31,365 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.934, mIoU: 0.646
2023-07-15 02:07:31,500 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.934, mIoU: 0.646
2023-07-15 02:07:31,632 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.935, mIoU: 0.647
2023-07-15 02:07:31,767 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.935, mIoU: 0.646
2023-07-15 02:07:31,901 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.936, mIoU: 0.650
2023-07-15 02:07:32,031 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.936, mIoU: 0.651
2023-07-15 02:07:32,163 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.935, mIoU: 0.651
2023-07-15 02:07:32,299 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.934, mIoU: 0.640
2023-07-15 02:07:32,428 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.933, mIoU: 0.639
2023-07-15 02:07:32,560 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.933, mIoU: 0.640
2023-07-15 02:07:32,694 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.931, mIoU: 0.638
2023-07-15 02:07:32,825 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.931, mIoU: 0.640
2023-07-15 02:07:32,956 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.931, mIoU: 0.641
2023-07-15 02:07:33,086 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.932, mIoU: 0.648
2023-07-15 02:07:33,220 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.932, mIoU: 0.651
2023-07-15 02:07:33,353 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.931, mIoU: 0.649
2023-07-15 02:07:33,483 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.931, mIoU: 0.653
2023-07-15 02:07:33,617 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.931, mIoU: 0.655
2023-07-15 02:07:33,753 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.931, mIoU: 0.654
2023-07-15 02:07:33,885 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.931, mIoU: 0.656
2023-07-15 02:07:34,021 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.931, mIoU: 0.659
2023-07-15 02:07:34,157 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.931, mIoU: 0.660
2023-07-15 02:07:34,288 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.930, mIoU: 0.658
2023-07-15 02:07:34,423 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.930, mIoU: 0.659
2023-07-15 02:07:34,558 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.930, mIoU: 0.658
2023-07-15 02:07:34,691 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.930, mIoU: 0.657
2023-07-15 02:07:34,826 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.930, mIoU: 0.657
2023-07-15 02:07:34,961 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.930, mIoU: 0.655
2023-07-15 02:07:35,094 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-15 02:07:35,228 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.931, mIoU: 0.651
2023-07-15 02:07:35,363 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.931, mIoU: 0.650
2023-07-15 02:07:35,495 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.931, mIoU: 0.649
2023-07-15 02:07:35,626 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.931, mIoU: 0.649
2023-07-15 02:07:35,755 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.931, mIoU: 0.649
2023-07-15 02:07:35,889 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.931, mIoU: 0.649
2023-07-15 02:07:36,024 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.931, mIoU: 0.650
2023-07-15 02:07:36,155 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-15 02:07:36,290 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-15 02:07:36,425 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.930, mIoU: 0.651
2023-07-15 02:07:36,556 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.929, mIoU: 0.649
2023-07-15 02:07:36,690 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.927, mIoU: 0.645
2023-07-15 02:07:36,826 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.927, mIoU: 0.645
2023-07-15 02:07:36,959 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.927, mIoU: 0.645
2023-07-15 02:07:37,095 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.927, mIoU: 0.645
2023-07-15 02:07:37,231 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.927, mIoU: 0.645
2023-07-15 02:07:37,364 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.927, mIoU: 0.645
2023-07-15 02:07:37,501 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.928, mIoU: 0.645
2023-07-15 02:07:37,636 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.928, mIoU: 0.660
2023-07-15 02:07:37,769 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.928, mIoU: 0.660
2023-07-15 02:07:37,903 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.928, mIoU: 0.660
2023-07-15 02:07:38,039 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.929, mIoU: 0.660
2023-07-15 02:07:38,171 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.929, mIoU: 0.660
2023-07-15 02:07:38,305 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.928, mIoU: 0.660
2023-07-15 02:07:38,440 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.929, mIoU: 0.660
2023-07-15 02:07:38,573 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.928, mIoU: 0.662
2023-07-15 02:07:38,706 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.928, mIoU: 0.662
2023-07-15 02:07:38,839 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.926, mIoU: 0.661
2023-07-15 02:07:38,973 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.926, mIoU: 0.659
2023-07-15 02:07:39,106 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.926, mIoU: 0.660
2023-07-15 02:07:39,238 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.926, mIoU: 0.660
2023-07-15 02:07:39,372 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.926, mIoU: 0.660
2023-07-15 02:07:39,507 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.927, mIoU: 0.660
2023-07-15 02:07:39,639 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.927, mIoU: 0.660
2023-07-15 02:07:39,774 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.927, mIoU: 0.661
2023-07-15 02:07:39,907 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.927, mIoU: 0.660
2023-07-15 02:07:40,038 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.926, mIoU: 0.659
2023-07-15 02:07:40,172 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.926, mIoU: 0.659
2023-07-15 02:07:40,306 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.926, mIoU: 0.658
2023-07-15 02:07:40,438 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.927, mIoU: 0.658
2023-07-15 02:07:40,573 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.927, mIoU: 0.658
2023-07-15 02:07:40,708 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.927, mIoU: 0.658
2023-07-15 02:07:40,841 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.927, mIoU: 0.657
2023-07-15 02:07:40,977 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.927, mIoU: 0.653
2023-07-15 02:07:41,112 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.926, mIoU: 0.650
2023-07-15 02:07:41,245 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.926, mIoU: 0.651
2023-07-15 02:07:41,380 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.927, mIoU: 0.651
2023-07-15 02:07:41,515 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.927, mIoU: 0.650
2023-07-15 02:07:41,647 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.926, mIoU: 0.650
2023-07-15 02:07:41,781 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.927, mIoU: 0.650
2023-07-15 02:07:41,917 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.927, mIoU: 0.654
2023-07-15 02:07:42,049 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.927, mIoU: 0.654
2023-07-15 02:07:42,178 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.927, mIoU: 0.657
2023-07-15 02:07:42,305 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.927, mIoU: 0.658
2023-07-15 02:07:42,451 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.927, mIoU: 0.658
2023-07-15 02:07:42,598 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.927, mIoU: 0.657
2023-07-15 02:07:42,744 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.927, mIoU: 0.658
2023-07-15 02:07:42,891 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.928, mIoU: 0.657
2023-07-15 02:07:43,036 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.928, mIoU: 0.657
2023-07-15 02:07:43,180 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.928, mIoU: 0.657
2023-07-15 02:07:43,324 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.928, mIoU: 0.657
2023-07-15 02:07:43,466 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.928, mIoU: 0.655
2023-07-15 02:07:43,608 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.929, mIoU: 0.655
2023-07-15 02:07:43,749 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.929, mIoU: 0.655
2023-07-15 02:07:43,892 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.928, mIoU: 0.650
2023-07-15 02:07:44,034 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.928, mIoU: 0.649
2023-07-15 02:07:44,179 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.928, mIoU: 0.648
2023-07-15 02:07:44,320 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.928, mIoU: 0.648
2023-07-15 02:07:44,463 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.928, mIoU: 0.648
2023-07-15 02:07:44,605 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.928, mIoU: 0.647
2023-07-15 02:07:44,744 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.928, mIoU: 0.647
2023-07-15 02:07:44,883 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.928, mIoU: 0.646
2023-07-15 02:07:45,022 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.928, mIoU: 0.648
2023-07-15 02:07:45,160 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.928, mIoU: 0.648
2023-07-15 02:07:45,298 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.928, mIoU: 0.647
2023-07-15 02:07:45,436 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.927, mIoU: 0.647
2023-07-15 02:07:45,571 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.928, mIoU: 0.646
2023-07-15 02:07:45,710 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.928, mIoU: 0.648
2023-07-15 02:07:45,850 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.928, mIoU: 0.649
2023-07-15 02:07:45,986 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.928, mIoU: 0.649
2023-07-15 02:07:46,124 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.928, mIoU: 0.649
2023-07-15 02:07:46,263 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.928, mIoU: 0.649
2023-07-15 02:07:46,399 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.928, mIoU: 0.649
2023-07-15 02:07:46,538 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.928, mIoU: 0.649
2023-07-15 02:07:46,677 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.928, mIoU: 0.649
2023-07-15 02:07:46,815 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.928, mIoU: 0.649
2023-07-15 02:07:46,953 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.928, mIoU: 0.648
2023-07-15 02:07:47,093 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.928, mIoU: 0.648
2023-07-15 02:07:47,228 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.928, mIoU: 0.646
2023-07-15 02:07:47,367 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.928, mIoU: 0.645
2023-07-15 02:07:47,506 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.928, mIoU: 0.645
2023-07-15 02:07:47,643 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.928, mIoU: 0.645
2023-07-15 02:07:47,781 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.928, mIoU: 0.645
2023-07-15 02:07:47,920 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.928, mIoU: 0.645
2023-07-15 02:07:48,056 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.929, mIoU: 0.645
2023-07-15 02:07:48,193 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.928, mIoU: 0.645
2023-07-15 02:07:48,330 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.929, mIoU: 0.645
2023-07-15 02:07:48,467 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.929, mIoU: 0.645
2023-07-15 02:07:48,605 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.929, mIoU: 0.645
2023-07-15 02:07:48,741 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.929, mIoU: 0.645
2023-07-15 02:07:48,878 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.929, mIoU: 0.645
2023-07-15 02:07:49,015 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.929, mIoU: 0.645
2023-07-15 02:07:49,153 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.929, mIoU: 0.644
2023-07-15 02:07:49,290 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.929, mIoU: 0.645
2023-07-15 02:07:49,425 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.929, mIoU: 0.645
2023-07-15 02:07:49,562 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.929, mIoU: 0.645
2023-07-15 02:07:49,696 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.929, mIoU: 0.645
2023-07-15 02:07:49,832 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.929, mIoU: 0.645
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2023-07-15 02:08:16,303 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.934, mIoU: 0.643
2023-07-15 02:08:16,437 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.934, mIoU: 0.643
2023-07-15 02:08:16,571 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.934, mIoU: 0.644
2023-07-15 02:08:16,704 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.934, mIoU: 0.644
2023-07-15 02:08:16,839 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.934, mIoU: 0.644
2023-07-15 02:08:16,974 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.934, mIoU: 0.644
2023-07-15 02:08:17,105 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.934, mIoU: 0.644
2023-07-15 02:08:17,241 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.934, mIoU: 0.645
2023-07-15 02:08:17,375 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.934, mIoU: 0.645
2023-07-15 02:08:17,506 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.934, mIoU: 0.646
2023-07-15 02:08:17,642 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.934, mIoU: 0.646
2023-07-15 02:08:17,777 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.934, mIoU: 0.646
2023-07-15 02:08:17,910 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.934, mIoU: 0.646
2023-07-15 02:08:18,045 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.935, mIoU: 0.647
2023-07-15 02:08:18,182 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.935, mIoU: 0.647
2023-07-15 02:08:18,315 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.935, mIoU: 0.647
2023-07-15 02:08:18,450 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.935, mIoU: 0.647
2023-07-15 02:08:18,586 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.935, mIoU: 0.647
2023-07-15 02:08:18,719 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.935, mIoU: 0.647
2023-07-15 02:08:18,855 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.935, mIoU: 0.647
2023-07-15 02:08:18,992 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.935, mIoU: 0.647
2023-07-15 02:08:19,123 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.935, mIoU: 0.647
2023-07-15 02:08:19,258 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.935, mIoU: 0.647
2023-07-15 02:08:19,391 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.935, mIoU: 0.647
2023-07-15 02:08:19,532 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.935, mIoU: 0.647
2023-07-15 02:08:19,674 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.936, mIoU: 0.647
2023-07-15 02:08:19,817 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.936, mIoU: 0.647
2023-07-15 02:08:19,959 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.936, mIoU: 0.647
2023-07-15 02:08:20,100 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.936, mIoU: 0.648
2023-07-15 02:08:20,241 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.936, mIoU: 0.648
2023-07-15 02:08:20,381 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.936, mIoU: 0.648
2023-07-15 02:08:20,520 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.936, mIoU: 0.648
2023-07-15 02:08:20,660 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.936, mIoU: 0.648
2023-07-15 02:08:20,796 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.936, mIoU: 0.648
2023-07-15 02:08:20,935 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.936, mIoU: 0.648
2023-07-15 02:08:21,074 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.936, mIoU: 0.649
2023-07-15 02:08:21,211 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.936, mIoU: 0.649
2023-07-15 02:08:21,350 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.936, mIoU: 0.649
2023-07-15 02:08:21,490 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.936, mIoU: 0.649
2023-07-15 02:08:21,626 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.937, mIoU: 0.649
2023-07-15 02:08:21,765 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.937, mIoU: 0.649
2023-07-15 02:08:21,905 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.937, mIoU: 0.649
2023-07-15 02:08:22,041 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.937, mIoU: 0.649
2023-07-15 02:08:22,182 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.937, mIoU: 0.649
2023-07-15 02:08:22,321 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.937, mIoU: 0.650
2023-07-15 02:08:22,459 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.937, mIoU: 0.650
2023-07-15 02:08:22,597 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.937, mIoU: 0.650
2023-07-15 02:08:22,736 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.937, mIoU: 0.650
2023-07-15 02:08:22,874 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.937, mIoU: 0.650
2023-07-15 02:08:23,013 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.937, mIoU: 0.650
2023-07-15 02:08:23,151 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.937, mIoU: 0.650
2023-07-15 02:08:23,291 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.937, mIoU: 0.650
2023-07-15 02:08:23,428 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.937, mIoU: 0.650
2023-07-15 02:08:23,569 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.937, mIoU: 0.650
2023-07-15 02:08:23,709 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.937, mIoU: 0.650
2023-07-15 02:08:23,847 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.938, mIoU: 0.650
2023-07-15 02:08:23,987 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.938, mIoU: 0.650
2023-07-15 02:08:24,128 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.938, mIoU: 0.650
2023-07-15 02:08:24,266 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.938, mIoU: 0.650
2023-07-15 02:08:24,404 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.938, mIoU: 0.650
2023-07-15 02:08:24,542 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.938, mIoU: 0.651
2023-07-15 02:08:24,679 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.938, mIoU: 0.651
2023-07-15 02:08:24,813 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.938, mIoU: 0.651
2023-07-15 02:08:24,949 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.938, mIoU: 0.651
2023-07-15 02:08:25,084 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.938, mIoU: 0.651
2023-07-15 02:08:25,218 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.938, mIoU: 0.651
2023-07-15 02:08:25,354 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.938, mIoU: 0.651
2023-07-15 02:08:25,487 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.938, mIoU: 0.651
2023-07-15 02:08:25,623 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.938, mIoU: 0.651
2023-07-15 02:08:25,761 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.938, mIoU: 0.651
2023-07-15 02:08:25,895 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.939, mIoU: 0.651
2023-07-15 02:08:26,031 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.939, mIoU: 0.651
2023-07-15 02:08:26,168 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.939, mIoU: 0.652
2023-07-15 02:08:26,303 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.939, mIoU: 0.652
2023-07-15 02:08:26,439 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.939, mIoU: 0.652
2023-07-15 02:08:26,577 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.939, mIoU: 0.652
2023-07-15 02:08:26,711 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.939, mIoU: 0.652
2023-07-15 02:08:26,847 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.939, mIoU: 0.652
2023-07-15 02:08:26,984 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-15 02:08:27,119 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-15 02:08:27,257 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-15 02:08:27,394 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-15 02:08:27,529 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-15 02:08:27,663 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-15 02:08:27,801 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-15 02:08:27,934 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.939, mIoU: 0.652
2023-07-15 02:08:28,071 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-15 02:08:28,207 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-15 02:08:28,339 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-15 02:08:28,472 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-15 02:08:28,605 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-15 02:08:28,739 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-15 02:08:28,875 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-15 02:08:29,006 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-15 02:08:29,142 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-15 02:08:29,276 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.939, mIoU: 0.652
2023-07-15 02:08:29,410 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-15 02:08:29,546 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.940, mIoU: 0.653
2023-07-15 02:08:29,678 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.940, mIoU: 0.653
2023-07-15 02:08:29,811 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.940, mIoU: 0.653
2023-07-15 02:08:29,946 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.940, mIoU: 0.653
2023-07-15 02:08:30,082 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.940, mIoU: 0.653
2023-07-15 02:08:30,214 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.940, mIoU: 0.653
2023-07-15 02:08:30,348 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.940, mIoU: 0.653
2023-07-15 02:08:30,485 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.940, mIoU: 0.653
2023-07-15 02:08:30,619 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.940, mIoU: 0.653
2023-07-15 02:08:30,759 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.940, mIoU: 0.653
2023-07-15 02:08:30,895 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.940, mIoU: 0.653
2023-07-15 02:08:31,027 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.940, mIoU: 0.653
2023-07-15 02:08:31,162 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.940, mIoU: 0.653
2023-07-15 02:08:31,299 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 02:08:31,433 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 02:08:31,568 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.940, mIoU: 0.653
2023-07-15 02:08:31,703 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 02:08:31,836 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 02:08:31,971 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 02:08:32,106 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 02:08:32,238 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 02:08:32,373 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 02:08:32,509 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 02:08:32,641 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 02:08:32,775 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 02:08:32,911 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 02:08:33,041 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 02:09:10,335 semantic_segmentation INFO: Iters: 36810/50000 || Lr: 0.006028 || Task Loss: 0.2147 || KD Loss: 0.0563|| 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: 1 day, 13:04:53 || Estimated Time: 13:17:13
2023-07-15 02:09:47,443 semantic_segmentation INFO: Iters: 36820/50000 || Lr: 0.006024 || Task Loss: 0.4347 || KD Loss: 0.1548|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:05:30 || Estimated Time: 13:16:37
2023-07-15 02:10:24,456 semantic_segmentation INFO: Iters: 36830/50000 || Lr: 0.006020 || Task Loss: 0.2336 || KD Loss: 0.0668|| 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: 1 day, 13:06:07 || Estimated Time: 13:16:01
2023-07-15 02:11:01,537 semantic_segmentation INFO: Iters: 36840/50000 || Lr: 0.006016 || Task Loss: 0.2316 || KD Loss: 0.0695|| 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 day, 13:06:44 || Estimated Time: 13:15:25
2023-07-15 02:11:38,412 semantic_segmentation INFO: Iters: 36850/50000 || Lr: 0.006012 || Task Loss: 0.3338 || KD Loss: 0.0792|| 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: 1 day, 13:07:21 || Estimated Time: 13:14:49
2023-07-15 02:12:15,450 semantic_segmentation INFO: Iters: 36860/50000 || Lr: 0.006008 || Task Loss: 0.2432 || KD Loss: 0.0892|| 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: 1 day, 13:07:58 || Estimated Time: 13:14:13
2023-07-15 02:12:52,605 semantic_segmentation INFO: Iters: 36870/50000 || Lr: 0.006004 || Task Loss: 0.3051 || KD Loss: 0.1114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:08:35 || Estimated Time: 13:13:37
2023-07-15 02:13:29,746 semantic_segmentation INFO: Iters: 36880/50000 || Lr: 0.006000 || Task Loss: 0.2478 || KD Loss: 0.0913|| 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: 1 day, 13:09:12 || Estimated Time: 13:13:01
2023-07-15 02:14:07,101 semantic_segmentation INFO: Iters: 36890/50000 || Lr: 0.005996 || Task Loss: 0.2230 || KD Loss: 0.1004|| 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: 1 day, 13:09:50 || Estimated Time: 13:12:25
2023-07-15 02:14:44,762 semantic_segmentation INFO: Iters: 36900/50000 || Lr: 0.005991 || Task Loss: 0.2822 || KD Loss: 0.0914|| 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: 1 day, 13:10:27 || Estimated Time: 13:11:50
2023-07-15 02:15:22,138 semantic_segmentation INFO: Iters: 36910/50000 || Lr: 0.005987 || Task Loss: 0.3325 || KD Loss: 0.0840|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:11:05 || Estimated Time: 13:11:14
2023-07-15 02:15:59,408 semantic_segmentation INFO: Iters: 36920/50000 || Lr: 0.005983 || Task Loss: 0.3268 || KD Loss: 0.1145|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:11:42 || Estimated Time: 13:10:38
2023-07-15 02:16:36,494 semantic_segmentation INFO: Iters: 36930/50000 || Lr: 0.005979 || Task Loss: 0.3540 || KD Loss: 0.1112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:12:19 || Estimated Time: 13:10:02
2023-07-15 02:17:13,670 semantic_segmentation INFO: Iters: 36940/50000 || Lr: 0.005975 || Task Loss: 0.2071 || KD Loss: 0.0609|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:12:56 || Estimated Time: 13:09:26
2023-07-15 02:17:50,689 semantic_segmentation INFO: Iters: 36950/50000 || Lr: 0.005971 || Task Loss: 0.2290 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:13:33 || Estimated Time: 13:08:50
2023-07-15 02:18:28,039 semantic_segmentation INFO: Iters: 36960/50000 || Lr: 0.005967 || Task Loss: 0.2118 || KD Loss: 0.0662|| 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: 1 day, 13:14:11 || Estimated Time: 13:08:14
2023-07-15 02:19:05,060 semantic_segmentation INFO: Iters: 36970/50000 || Lr: 0.005963 || Task Loss: 0.4020 || KD Loss: 0.1433|| 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 day, 13:14:48 || Estimated Time: 13:07:38
2023-07-15 02:19:42,258 semantic_segmentation INFO: Iters: 36980/50000 || Lr: 0.005958 || Task Loss: 0.2368 || KD Loss: 0.0812|| 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: 1 day, 13:15:25 || Estimated Time: 13:07:02
2023-07-15 02:20:19,536 semantic_segmentation INFO: Iters: 36990/50000 || Lr: 0.005954 || Task Loss: 0.3367 || KD Loss: 0.1183|| 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: 1 day, 13:16:02 || Estimated Time: 13:06:26
2023-07-15 02:20:57,050 semantic_segmentation INFO: Iters: 37000/50000 || Lr: 0.005950 || Task Loss: 0.3337 || KD Loss: 0.1141|| 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 day, 13:16:40 || Estimated Time: 13:05:50
2023-07-15 02:21:34,326 semantic_segmentation INFO: Iters: 37010/50000 || Lr: 0.005946 || Task Loss: 0.2361 || KD Loss: 0.1043|| 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 day, 13:17:17 || Estimated Time: 13:05:15
2023-07-15 02:22:11,289 semantic_segmentation INFO: Iters: 37020/50000 || Lr: 0.005942 || Task Loss: 0.3358 || KD Loss: 0.1362|| 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 day, 13:17:54 || Estimated Time: 13:04:38
2023-07-15 02:22:48,181 semantic_segmentation INFO: Iters: 37030/50000 || Lr: 0.005938 || Task Loss: 0.3588 || KD Loss: 0.1317|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:18:31 || Estimated Time: 13:04:02
2023-07-15 02:23:25,488 semantic_segmentation INFO: Iters: 37040/50000 || Lr: 0.005934 || Task Loss: 0.2523 || KD Loss: 0.0885|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:19:08 || Estimated Time: 13:03:27
2023-07-15 02:24:02,754 semantic_segmentation INFO: Iters: 37050/50000 || Lr: 0.005930 || Task Loss: 0.4695 || KD Loss: 0.1648|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:19:45 || Estimated Time: 13:02:51
2023-07-15 02:24:40,199 semantic_segmentation INFO: Iters: 37060/50000 || Lr: 0.005926 || Task Loss: 0.2976 || KD Loss: 0.1770|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 13:02:15
2023-07-15 02:25:17,870 semantic_segmentation INFO: Iters: 37070/50000 || Lr: 0.005921 || Task Loss: 0.2920 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:21:00 || Estimated Time: 13:01:39
2023-07-15 02:25:55,008 semantic_segmentation INFO: Iters: 37080/50000 || Lr: 0.005917 || Task Loss: 0.3908 || KD Loss: 0.1384|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:21:38 || Estimated Time: 13:01:03
2023-07-15 02:26:32,161 semantic_segmentation INFO: Iters: 37090/50000 || Lr: 0.005913 || Task Loss: 0.1978 || KD Loss: 0.0902|| 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 day, 13:22:15 || Estimated Time: 13:00:27
2023-07-15 02:27:09,178 semantic_segmentation INFO: Iters: 37100/50000 || Lr: 0.005909 || Task Loss: 0.2536 || KD Loss: 0.1212|| 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: 1 day, 13:22:52 || Estimated Time: 12:59:51
2023-07-15 02:27:46,273 semantic_segmentation INFO: Iters: 37110/50000 || Lr: 0.005905 || Task Loss: 0.3022 || KD Loss: 0.0975|| 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: 1 day, 13:23:29 || Estimated Time: 12:59:15
2023-07-15 02:28:23,751 semantic_segmentation INFO: Iters: 37120/50000 || Lr: 0.005901 || Task Loss: 0.2767 || KD Loss: 0.0961|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:24:06 || Estimated Time: 12:58:39
2023-07-15 02:29:00,632 semantic_segmentation INFO: Iters: 37130/50000 || Lr: 0.005897 || Task Loss: 0.2997 || KD Loss: 0.0947|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:24:43 || Estimated Time: 12:58:03
2023-07-15 02:29:38,075 semantic_segmentation INFO: Iters: 37140/50000 || Lr: 0.005893 || Task Loss: 0.3789 || KD Loss: 0.1188|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:25:21 || Estimated Time: 12:57:27
2023-07-15 02:30:14,972 semantic_segmentation INFO: Iters: 37150/50000 || Lr: 0.005888 || Task Loss: 0.2761 || KD Loss: 0.0944|| 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: 1 day, 13:25:57 || Estimated Time: 12:56:51
2023-07-15 02:30:52,578 semantic_segmentation INFO: Iters: 37160/50000 || Lr: 0.005884 || Task Loss: 0.2858 || KD Loss: 0.0935|| 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: 1 day, 13:26:35 || Estimated Time: 12:56:15
2023-07-15 02:31:29,599 semantic_segmentation INFO: Iters: 37170/50000 || Lr: 0.005880 || Task Loss: 0.3916 || KD Loss: 0.1191|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1134|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:27:12 || Estimated Time: 12:55:39
2023-07-15 02:32:07,291 semantic_segmentation INFO: Iters: 37180/50000 || Lr: 0.005876 || Task Loss: 0.2538 || KD Loss: 0.0848|| 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: 1 day, 13:27:50 || Estimated Time: 12:55:04
2023-07-15 02:32:44,101 semantic_segmentation INFO: Iters: 37190/50000 || Lr: 0.005872 || Task Loss: 0.3300 || KD Loss: 0.1117|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:28:27 || Estimated Time: 12:54:27
2023-07-15 02:33:21,442 semantic_segmentation INFO: Iters: 37200/50000 || Lr: 0.005868 || Task Loss: 0.2513 || KD Loss: 0.0741|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 12:53:52
2023-07-15 02:33:58,860 semantic_segmentation INFO: Iters: 37210/50000 || Lr: 0.005864 || Task Loss: 0.2689 || KD Loss: 0.0801|| 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, 13:29:41 || Estimated Time: 12:53:16
2023-07-15 02:34:35,838 semantic_segmentation INFO: Iters: 37220/50000 || Lr: 0.005860 || Task Loss: 0.2737 || KD Loss: 0.0893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:30:18 || Estimated Time: 12:52:40
2023-07-15 02:35:13,208 semantic_segmentation INFO: Iters: 37230/50000 || Lr: 0.005855 || Task Loss: 0.2643 || KD Loss: 0.0895|| 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: 1 day, 13:30:56 || Estimated Time: 12:52:04
2023-07-15 02:35:50,637 semantic_segmentation INFO: Iters: 37240/50000 || Lr: 0.005851 || Task Loss: 0.2546 || KD Loss: 0.1182|| 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 day, 13:31:33 || Estimated Time: 12:51:28
2023-07-15 02:36:28,102 semantic_segmentation INFO: Iters: 37250/50000 || Lr: 0.005847 || Task Loss: 0.3379 || KD Loss: 0.1625|| 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 day, 13:32:11 || Estimated Time: 12:50:52
2023-07-15 02:37:05,192 semantic_segmentation INFO: Iters: 37260/50000 || Lr: 0.005843 || Task Loss: 0.2339 || KD Loss: 0.0669|| 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: 1 day, 13:32:48 || Estimated Time: 12:50:16
2023-07-15 02:37:42,666 semantic_segmentation INFO: Iters: 37270/50000 || Lr: 0.005839 || Task Loss: 0.3281 || KD Loss: 0.1324|| 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: 1 day, 13:33:25 || Estimated Time: 12:49:40
2023-07-15 02:38:19,759 semantic_segmentation INFO: Iters: 37280/50000 || Lr: 0.005835 || Task Loss: 0.2037 || KD Loss: 0.0637|| 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: 1 day, 13:34:02 || Estimated Time: 12:49:04
2023-07-15 02:38:57,056 semantic_segmentation INFO: Iters: 37290/50000 || Lr: 0.005831 || Task Loss: 0.2864 || KD Loss: 0.0973|| 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: 1 day, 13:34:40 || Estimated Time: 12:48:28
2023-07-15 02:39:34,416 semantic_segmentation INFO: Iters: 37300/50000 || Lr: 0.005827 || Task Loss: 0.2942 || KD Loss: 0.1060|| 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: 1 day, 13:35:17 || Estimated Time: 12:47:52
2023-07-15 02:40:11,528 semantic_segmentation INFO: Iters: 37310/50000 || Lr: 0.005822 || Task Loss: 0.2049 || KD Loss: 0.0592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:35:54 || Estimated Time: 12:47:16
2023-07-15 02:40:49,066 semantic_segmentation INFO: Iters: 37320/50000 || Lr: 0.005818 || Task Loss: 0.2996 || KD Loss: 0.0876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:36:32 || Estimated Time: 12:46:40
2023-07-15 02:41:26,296 semantic_segmentation INFO: Iters: 37330/50000 || Lr: 0.005814 || Task Loss: 0.2697 || KD Loss: 0.0851|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:37:09 || Estimated Time: 12:46:04
2023-07-15 02:42:03,508 semantic_segmentation INFO: Iters: 37340/50000 || Lr: 0.005810 || Task Loss: 0.3421 || KD Loss: 0.0900|| 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: 1 day, 13:37:46 || Estimated Time: 12:45:29
2023-07-15 02:42:40,884 semantic_segmentation INFO: Iters: 37350/50000 || Lr: 0.005806 || Task Loss: 0.2810 || KD Loss: 0.0959|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1153|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:38:23 || Estimated Time: 12:44:53
2023-07-15 02:43:18,252 semantic_segmentation INFO: Iters: 37360/50000 || Lr: 0.005802 || Task Loss: 0.4497 || KD Loss: 0.1119|| 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: 1 day, 13:39:01 || Estimated Time: 12:44:17
2023-07-15 02:43:55,924 semantic_segmentation INFO: Iters: 37370/50000 || Lr: 0.005798 || Task Loss: 0.2435 || KD Loss: 0.0808|| 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: 1 day, 13:39:38 || Estimated Time: 12:43:41
2023-07-15 02:44:32,963 semantic_segmentation INFO: Iters: 37380/50000 || Lr: 0.005794 || Task Loss: 0.3114 || KD Loss: 0.1204|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:40:15 || Estimated Time: 12:43:05
2023-07-15 02:45:10,497 semantic_segmentation INFO: Iters: 37390/50000 || Lr: 0.005789 || Task Loss: 0.3352 || KD Loss: 0.0920|| 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, 13:40:53 || Estimated Time: 12:42:29
2023-07-15 02:45:48,120 semantic_segmentation INFO: Iters: 37400/50000 || Lr: 0.005785 || Task Loss: 0.3014 || KD Loss: 0.1023|| 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: 1 day, 13:41:31 || Estimated Time: 12:41:53
2023-07-15 02:46:25,337 semantic_segmentation INFO: Iters: 37410/50000 || Lr: 0.005781 || Task Loss: 0.3172 || KD Loss: 0.0982|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:42:08 || Estimated Time: 12:41:17
2023-07-15 02:47:02,765 semantic_segmentation INFO: Iters: 37420/50000 || Lr: 0.005777 || Task Loss: 0.2447 || KD Loss: 0.0849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:42:45 || Estimated Time: 12:40:41
2023-07-15 02:47:40,070 semantic_segmentation INFO: Iters: 37430/50000 || Lr: 0.005773 || Task Loss: 0.3587 || KD Loss: 0.1127|| 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: 1 day, 13:43:23 || Estimated Time: 12:40:05
2023-07-15 02:48:17,570 semantic_segmentation INFO: Iters: 37440/50000 || Lr: 0.005769 || Task Loss: 0.2896 || KD Loss: 0.0922|| 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: 1 day, 13:44:00 || Estimated Time: 12:39:30
2023-07-15 02:48:54,873 semantic_segmentation INFO: Iters: 37450/50000 || Lr: 0.005765 || Task Loss: 0.2313 || KD Loss: 0.0720|| 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: 1 day, 13:44:37 || Estimated Time: 12:38:54
2023-07-15 02:49:32,077 semantic_segmentation INFO: Iters: 37460/50000 || Lr: 0.005760 || Task Loss: 0.2975 || KD Loss: 0.0926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:45:15 || Estimated Time: 12:38:18
2023-07-15 02:50:09,353 semantic_segmentation INFO: Iters: 37470/50000 || Lr: 0.005756 || Task Loss: 0.2719 || KD Loss: 0.0800|| 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: 1 day, 13:45:52 || Estimated Time: 12:37:42
2023-07-15 02:50:46,654 semantic_segmentation INFO: Iters: 37480/50000 || Lr: 0.005752 || Task Loss: 0.2761 || KD Loss: 0.0893|| 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: 1 day, 13:46:29 || Estimated Time: 12:37:06
2023-07-15 02:51:24,111 semantic_segmentation INFO: Iters: 37490/50000 || Lr: 0.005748 || Task Loss: 0.2984 || KD Loss: 0.0928|| 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: 1 day, 13:47:07 || Estimated Time: 12:36:30
2023-07-15 02:52:01,028 semantic_segmentation INFO: Iters: 37500/50000 || Lr: 0.005744 || Task Loss: 0.2029 || KD Loss: 0.0778|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:47:44 || Estimated Time: 12:35:54
2023-07-15 02:52:38,467 semantic_segmentation INFO: Iters: 37510/50000 || Lr: 0.005740 || Task Loss: 0.2705 || KD Loss: 0.1260|| 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: 1 day, 13:48:21 || Estimated Time: 12:35:18
2023-07-15 02:53:15,610 semantic_segmentation INFO: Iters: 37520/50000 || Lr: 0.005736 || Task Loss: 0.2956 || KD Loss: 0.0712|| 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: 1 day, 13:48:58 || Estimated Time: 12:34:42
2023-07-15 02:53:53,450 semantic_segmentation INFO: Iters: 37530/50000 || Lr: 0.005731 || Task Loss: 0.3214 || KD Loss: 0.1256|| 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: 1 day, 13:49:36 || Estimated Time: 12:34:06
2023-07-15 02:54:30,263 semantic_segmentation INFO: Iters: 37540/50000 || Lr: 0.005727 || Task Loss: 0.5115 || KD Loss: 0.1858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:50:13 || Estimated Time: 12:33:30
2023-07-15 02:55:07,837 semantic_segmentation INFO: Iters: 37550/50000 || Lr: 0.005723 || Task Loss: 0.3242 || KD Loss: 0.1057|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 12:32:54
2023-07-15 02:55:45,089 semantic_segmentation INFO: Iters: 37560/50000 || Lr: 0.005719 || Task Loss: 0.2703 || KD Loss: 0.0951|| 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 day, 13:51:28 || Estimated Time: 12:32:18
2023-07-15 02:56:22,365 semantic_segmentation INFO: Iters: 37570/50000 || Lr: 0.005715 || Task Loss: 0.2850 || KD Loss: 0.0857|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:52:05 || Estimated Time: 12:31:42
2023-07-15 02:56:59,397 semantic_segmentation INFO: Iters: 37580/50000 || Lr: 0.005711 || Task Loss: 0.2565 || KD Loss: 0.0972|| 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: 1 day, 13:52:42 || Estimated Time: 12:31:06
2023-07-15 02:57:36,671 semantic_segmentation INFO: Iters: 37590/50000 || Lr: 0.005707 || Task Loss: 0.2524 || KD Loss: 0.1208|| 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: 1 day, 13:53:19 || Estimated Time: 12:30:30
2023-07-15 02:58:14,165 semantic_segmentation INFO: Iters: 37600/50000 || Lr: 0.005703 || Task Loss: 0.2708 || KD Loss: 0.0855|| 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: 1 day, 13:53:57 || Estimated Time: 12:29:54
2023-07-15 02:58:14,237 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-15 02:58:14,848 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.936, mIoU: 0.371
2023-07-15 02:58:14,980 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.953, mIoU: 0.454
2023-07-15 02:58:15,115 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.956, mIoU: 0.467
2023-07-15 02:58:15,250 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.957, mIoU: 0.498
2023-07-15 02:58:15,382 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.959, mIoU: 0.491
2023-07-15 02:58:15,514 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.958, mIoU: 0.494
2023-07-15 02:58:15,647 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.955, mIoU: 0.487
2023-07-15 02:58:15,777 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.956, mIoU: 0.501
2023-07-15 02:58:15,913 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.956, mIoU: 0.540
2023-07-15 02:58:16,048 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.953, mIoU: 0.575
2023-07-15 02:58:16,181 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.952, mIoU: 0.581
2023-07-15 02:58:16,317 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.947, mIoU: 0.586
2023-07-15 02:58:16,453 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.946, mIoU: 0.591
2023-07-15 02:58:16,586 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.946, mIoU: 0.590
2023-07-15 02:58:16,723 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.945, mIoU: 0.594
2023-07-15 02:58:16,859 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.944, mIoU: 0.590
2023-07-15 02:58:16,992 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.943, mIoU: 0.590
2023-07-15 02:58:17,123 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.943, mIoU: 0.595
2023-07-15 02:58:17,251 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.942, mIoU: 0.600
2023-07-15 02:58:17,385 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.943, mIoU: 0.605
2023-07-15 02:58:17,518 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.943, mIoU: 0.605
2023-07-15 02:58:17,648 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.944, mIoU: 0.632
2023-07-15 02:58:17,782 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.944, mIoU: 0.632
2023-07-15 02:58:17,916 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.943, mIoU: 0.638
2023-07-15 02:58:18,045 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.942, mIoU: 0.651
2023-07-15 02:58:18,179 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.942, mIoU: 0.654
2023-07-15 02:58:18,315 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.941, mIoU: 0.644
2023-07-15 02:58:18,447 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.940, mIoU: 0.639
2023-07-15 02:58:18,583 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.940, mIoU: 0.641
2023-07-15 02:58:18,719 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.939, mIoU: 0.652
2023-07-15 02:58:18,850 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.939, mIoU: 0.650
2023-07-15 02:58:18,983 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.939, mIoU: 0.649
2023-07-15 02:58:19,119 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.940, mIoU: 0.650
2023-07-15 02:58:19,250 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.650
2023-07-15 02:58:19,383 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.939, mIoU: 0.652
2023-07-15 02:58:19,517 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.939, mIoU: 0.649
2023-07-15 02:58:19,648 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.939, mIoU: 0.646
2023-07-15 02:58:19,782 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.938, mIoU: 0.646
2023-07-15 02:58:19,913 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.937, mIoU: 0.640
2023-07-15 02:58:20,047 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.938, mIoU: 0.641
2023-07-15 02:58:20,181 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.938, mIoU: 0.640
2023-07-15 02:58:20,312 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.939, mIoU: 0.639
2023-07-15 02:58:20,446 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.939, mIoU: 0.640
2023-07-15 02:58:20,580 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.939, mIoU: 0.640
2023-07-15 02:58:20,711 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.939, mIoU: 0.638
2023-07-15 02:58:20,844 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.940, mIoU: 0.638
2023-07-15 02:58:20,978 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.940, mIoU: 0.638
2023-07-15 02:58:21,108 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.941, mIoU: 0.637
2023-07-15 02:58:21,243 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.941, mIoU: 0.643
2023-07-15 02:58:21,378 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.941, mIoU: 0.645
2023-07-15 02:58:21,510 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.941, mIoU: 0.644
2023-07-15 02:58:21,645 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.940, mIoU: 0.647
2023-07-15 02:58:21,779 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.940, mIoU: 0.647
2023-07-15 02:58:21,912 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.939, mIoU: 0.649
2023-07-15 02:58:22,045 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.938, mIoU: 0.646
2023-07-15 02:58:22,180 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.937, mIoU: 0.643
2023-07-15 02:58:22,310 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.937, mIoU: 0.644
2023-07-15 02:58:22,442 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.938, mIoU: 0.651
2023-07-15 02:58:22,575 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.938, mIoU: 0.654
2023-07-15 02:58:22,710 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.938, mIoU: 0.652
2023-07-15 02:58:22,843 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.938, mIoU: 0.656
2023-07-15 02:58:22,970 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.938, mIoU: 0.658
2023-07-15 02:58:23,102 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.937, mIoU: 0.654
2023-07-15 02:58:23,234 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.937, mIoU: 0.658
2023-07-15 02:58:23,360 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.937, mIoU: 0.661
2023-07-15 02:58:23,492 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.937, mIoU: 0.661
2023-07-15 02:58:23,626 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.936, mIoU: 0.660
2023-07-15 02:58:23,761 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.936, mIoU: 0.661
2023-07-15 02:58:23,897 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.936, mIoU: 0.659
2023-07-15 02:58:24,035 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.936, mIoU: 0.659
2023-07-15 02:58:24,170 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.937, mIoU: 0.660
2023-07-15 02:58:24,309 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.937, mIoU: 0.660
2023-07-15 02:58:24,448 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.937, mIoU: 0.659
2023-07-15 02:58:24,585 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.937, mIoU: 0.658
2023-07-15 02:58:24,722 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.937, mIoU: 0.658
2023-07-15 02:58:24,861 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.937, mIoU: 0.656
2023-07-15 02:58:24,995 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.937, mIoU: 0.655
2023-07-15 02:58:25,131 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.937, mIoU: 0.655
2023-07-15 02:58:25,269 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.937, mIoU: 0.655
2023-07-15 02:58:25,404 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.937, mIoU: 0.656
2023-07-15 02:58:25,541 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.937, mIoU: 0.658
2023-07-15 02:58:25,679 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.937, mIoU: 0.658
2023-07-15 02:58:25,814 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.937, mIoU: 0.657
2023-07-15 02:58:25,952 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.936, mIoU: 0.656
2023-07-15 02:58:26,095 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.934, mIoU: 0.651
2023-07-15 02:58:26,231 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.933, mIoU: 0.651
2023-07-15 02:58:26,368 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.934, mIoU: 0.651
2023-07-15 02:58:26,506 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.934, mIoU: 0.651
2023-07-15 02:58:26,641 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.934, mIoU: 0.652
2023-07-15 02:58:26,777 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.934, mIoU: 0.651
2023-07-15 02:58:26,915 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.934, mIoU: 0.650
2023-07-15 02:58:27,048 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.933, mIoU: 0.641
2023-07-15 02:58:27,184 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.933, mIoU: 0.640
2023-07-15 02:58:27,321 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.933, mIoU: 0.640
2023-07-15 02:58:27,456 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.934, mIoU: 0.641
2023-07-15 02:58:27,591 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.934, mIoU: 0.641
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2023-07-15 02:58:57,269 semantic_segmentation INFO: Sample: 313, Validation pixAcc: 0.935, mIoU: 0.623
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2023-07-15 02:58:59,124 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.935, mIoU: 0.624
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2023-07-15 02:59:02,463 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.937, mIoU: 0.627
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2023-07-15 02:59:03,521 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.937, mIoU: 0.628
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2023-07-15 02:59:06,941 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.939, mIoU: 0.632
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2023-07-15 02:59:07,775 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.939, mIoU: 0.633
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2023-07-15 02:59:09,018 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.940, mIoU: 0.633
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2023-07-15 02:59:11,764 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.941, mIoU: 0.636
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2023-07-15 02:59:21,316 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.944, mIoU: 0.641
2023-07-15 02:59:21,451 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.944, mIoU: 0.641
2023-07-15 02:59:21,588 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.944, mIoU: 0.642
2023-07-15 02:59:21,721 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.944, mIoU: 0.642
2023-07-15 02:59:21,856 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.944, mIoU: 0.642
2023-07-15 02:59:21,992 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.944, mIoU: 0.641
2023-07-15 02:59:22,126 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.944, mIoU: 0.642
2023-07-15 02:59:22,261 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.944, mIoU: 0.642
2023-07-15 02:59:22,398 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.944, mIoU: 0.642
2023-07-15 02:59:22,531 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.944, mIoU: 0.642
2023-07-15 02:59:22,666 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.944, mIoU: 0.642
2023-07-15 02:59:22,802 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.944, mIoU: 0.642
2023-07-15 03:00:00,037 semantic_segmentation INFO: Iters: 37610/50000 || Lr: 0.005698 || Task Loss: 0.2819 || KD Loss: 0.0834|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:55:43 || Estimated Time: 12:29:41
2023-07-15 03:00:37,296 semantic_segmentation INFO: Iters: 37620/50000 || Lr: 0.005694 || Task Loss: 0.3284 || KD Loss: 0.0967|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:56:20 || Estimated Time: 12:29:05
2023-07-15 03:01:14,653 semantic_segmentation INFO: Iters: 37630/50000 || Lr: 0.005690 || Task Loss: 0.3327 || KD Loss: 0.1175|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:56:57 || Estimated Time: 12:28:29
2023-07-15 03:01:52,105 semantic_segmentation INFO: Iters: 37640/50000 || Lr: 0.005686 || Task Loss: 0.3180 || KD Loss: 0.1081|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:57:35 || Estimated Time: 12:27:53
2023-07-15 03:02:29,308 semantic_segmentation INFO: Iters: 37650/50000 || Lr: 0.005682 || Task Loss: 0.2724 || KD Loss: 0.1129|| 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: 1 day, 13:58:12 || Estimated Time: 12:27:17
2023-07-15 03:03:06,526 semantic_segmentation INFO: Iters: 37660/50000 || Lr: 0.005678 || Task Loss: 0.2262 || KD Loss: 0.0722|| 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 day, 13:58:49 || Estimated Time: 12:26:41
2023-07-15 03:03:43,976 semantic_segmentation INFO: Iters: 37670/50000 || Lr: 0.005674 || Task Loss: 0.2784 || KD Loss: 0.1038|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1228|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 13:59:26 || Estimated Time: 12:26:05
2023-07-15 03:04:20,936 semantic_segmentation INFO: Iters: 37680/50000 || Lr: 0.005669 || Task Loss: 0.2617 || KD Loss: 0.0870|| 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 day, 14:00:03 || Estimated Time: 12:25:29
2023-07-15 03:04:58,614 semantic_segmentation INFO: Iters: 37690/50000 || Lr: 0.005665 || Task Loss: 0.2717 || KD Loss: 0.1082|| 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: 1 day, 14:00:41 || Estimated Time: 12:24:53
2023-07-15 03:05:35,787 semantic_segmentation INFO: Iters: 37700/50000 || Lr: 0.005661 || Task Loss: 0.2308 || KD Loss: 0.0692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:01:18 || Estimated Time: 12:24:17
2023-07-15 03:06:13,111 semantic_segmentation INFO: Iters: 37710/50000 || Lr: 0.005657 || Task Loss: 0.2136 || KD Loss: 0.0585|| 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: 1 day, 14:01:56 || Estimated Time: 12:23:41
2023-07-15 03:06:50,868 semantic_segmentation INFO: Iters: 37720/50000 || Lr: 0.005653 || Task Loss: 0.2616 || KD Loss: 0.0942|| 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: 1 day, 14:02:33 || Estimated Time: 12:23:05
2023-07-15 03:07:28,134 semantic_segmentation INFO: Iters: 37730/50000 || Lr: 0.005649 || Task Loss: 0.4013 || KD Loss: 0.1238|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:03:11 || Estimated Time: 12:22:29
2023-07-15 03:08:05,305 semantic_segmentation INFO: Iters: 37740/50000 || Lr: 0.005645 || Task Loss: 0.2722 || KD Loss: 0.0825|| 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: 1 day, 14:03:48 || Estimated Time: 12:21:53
2023-07-15 03:08:42,775 semantic_segmentation INFO: Iters: 37750/50000 || Lr: 0.005640 || Task Loss: 0.2915 || KD Loss: 0.1050|| 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: 1 day, 14:04:25 || Estimated Time: 12:21:17
2023-07-15 03:09:19,741 semantic_segmentation INFO: Iters: 37760/50000 || Lr: 0.005636 || Task Loss: 0.4351 || KD Loss: 0.2329|| 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 day, 14:05:02 || Estimated Time: 12:20:41
2023-07-15 03:09:57,132 semantic_segmentation INFO: Iters: 37770/50000 || Lr: 0.005632 || Task Loss: 0.2840 || KD Loss: 0.1003|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:05:40 || Estimated Time: 12:20:05
2023-07-15 03:10:34,511 semantic_segmentation INFO: Iters: 37780/50000 || Lr: 0.005628 || Task Loss: 0.3896 || KD Loss: 0.1840|| 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: 1 day, 14:06:17 || Estimated Time: 12:19:29
2023-07-15 03:11:11,971 semantic_segmentation INFO: Iters: 37790/50000 || Lr: 0.005624 || Task Loss: 0.3440 || KD Loss: 0.1301|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:06:54 || Estimated Time: 12:18:53
2023-07-15 03:11:49,094 semantic_segmentation INFO: Iters: 37800/50000 || Lr: 0.005620 || Task Loss: 0.3844 || KD Loss: 0.1569|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:07:32 || Estimated Time: 12:18:17
2023-07-15 03:12:26,800 semantic_segmentation INFO: Iters: 37810/50000 || Lr: 0.005616 || Task Loss: 0.3542 || KD Loss: 0.1192|| 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: 1 day, 14:08:09 || Estimated Time: 12:17:42
2023-07-15 03:13:04,011 semantic_segmentation INFO: Iters: 37820/50000 || Lr: 0.005611 || Task Loss: 0.2399 || KD Loss: 0.0948|| 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: 1 day, 14:08:47 || Estimated Time: 12:17:06
2023-07-15 03:13:41,509 semantic_segmentation INFO: Iters: 37830/50000 || Lr: 0.005607 || Task Loss: 0.3122 || KD Loss: 0.0961|| 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 day, 14:09:24 || Estimated Time: 12:16:30
2023-07-15 03:14:18,598 semantic_segmentation INFO: Iters: 37840/50000 || Lr: 0.005603 || Task Loss: 0.2195 || KD Loss: 0.0587|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:10:01 || Estimated Time: 12:15:54
2023-07-15 03:14:55,812 semantic_segmentation INFO: Iters: 37850/50000 || Lr: 0.005599 || Task Loss: 0.2850 || KD Loss: 0.0856|| 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: 1 day, 14:10:38 || Estimated Time: 12:15:17
2023-07-15 03:15:33,390 semantic_segmentation INFO: Iters: 37860/50000 || Lr: 0.005595 || Task Loss: 0.2482 || KD Loss: 0.1056|| 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: 1 day, 14:11:16 || Estimated Time: 12:14:42
2023-07-15 03:16:10,617 semantic_segmentation INFO: Iters: 37870/50000 || Lr: 0.005591 || Task Loss: 0.2777 || KD Loss: 0.0797|| 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 day, 14:11:53 || Estimated Time: 12:14:06
2023-07-15 03:16:47,871 semantic_segmentation INFO: Iters: 37880/50000 || Lr: 0.005587 || Task Loss: 0.5826 || KD Loss: 0.1885|| 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: 1 day, 14:12:30 || Estimated Time: 12:13:30
2023-07-15 03:17:25,215 semantic_segmentation INFO: Iters: 37890/50000 || Lr: 0.005582 || Task Loss: 0.2855 || KD Loss: 0.0883|| 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: 1 day, 14:13:08 || Estimated Time: 12:12:54
2023-07-15 03:18:02,848 semantic_segmentation INFO: Iters: 37900/50000 || Lr: 0.005578 || Task Loss: 0.3107 || KD Loss: 0.0969|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:13:45 || Estimated Time: 12:12:18
2023-07-15 03:18:39,993 semantic_segmentation INFO: Iters: 37910/50000 || Lr: 0.005574 || Task Loss: 0.2278 || KD Loss: 0.0605|| 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: 1 day, 14:14:22 || Estimated Time: 12:11:42
2023-07-15 03:19:17,358 semantic_segmentation INFO: Iters: 37920/50000 || Lr: 0.005570 || Task Loss: 0.2792 || KD Loss: 0.0970|| 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: 1 day, 14:15:00 || Estimated Time: 12:11:06
2023-07-15 03:19:54,439 semantic_segmentation INFO: Iters: 37930/50000 || Lr: 0.005566 || Task Loss: 0.2768 || KD Loss: 0.0825|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:15:37 || Estimated Time: 12:10:30
2023-07-15 03:20:32,103 semantic_segmentation INFO: Iters: 37940/50000 || Lr: 0.005562 || Task Loss: 0.2521 || KD Loss: 0.0894|| 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: 1 day, 14:16:15 || Estimated Time: 12:09:54
2023-07-15 03:21:09,536 semantic_segmentation INFO: Iters: 37950/50000 || Lr: 0.005557 || Task Loss: 0.3319 || KD Loss: 0.1147|| 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: 1 day, 14:16:52 || Estimated Time: 12:09:18
2023-07-15 03:21:46,773 semantic_segmentation INFO: Iters: 37960/50000 || Lr: 0.005553 || Task Loss: 0.3317 || KD Loss: 0.1372|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1217|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:17:29 || Estimated Time: 12:08:42
2023-07-15 03:22:23,991 semantic_segmentation INFO: Iters: 37970/50000 || Lr: 0.005549 || Task Loss: 0.2784 || KD Loss: 0.0927|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:18:06 || Estimated Time: 12:08:06
2023-07-15 03:23:01,105 semantic_segmentation INFO: Iters: 37980/50000 || Lr: 0.005545 || Task Loss: 0.2195 || KD Loss: 0.0730|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:18:44 || Estimated Time: 12:07:30
2023-07-15 03:23:38,638 semantic_segmentation INFO: Iters: 37990/50000 || Lr: 0.005541 || Task Loss: 0.2569 || KD Loss: 0.0954|| 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 day, 14:19:21 || Estimated Time: 12:06:54
2023-07-15 03:24:15,768 semantic_segmentation INFO: Iters: 38000/50000 || Lr: 0.005537 || Task Loss: 0.2427 || KD Loss: 0.0848|| 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 day, 14:19:58 || Estimated Time: 12:06:18
2023-07-15 03:24:53,080 semantic_segmentation INFO: Iters: 38010/50000 || Lr: 0.005533 || Task Loss: 0.2327 || KD Loss: 0.0715|| 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: 1 day, 14:20:36 || Estimated Time: 12:05:42
2023-07-15 03:25:30,717 semantic_segmentation INFO: Iters: 38020/50000 || Lr: 0.005528 || Task Loss: 0.2995 || KD Loss: 0.0993|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:21:13 || Estimated Time: 12:05:06
2023-07-15 03:26:07,769 semantic_segmentation INFO: Iters: 38030/50000 || Lr: 0.005524 || Task Loss: 0.3291 || KD Loss: 0.1069|| 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: 1 day, 14:21:50 || Estimated Time: 12:04:30
2023-07-15 03:26:45,432 semantic_segmentation INFO: Iters: 38040/50000 || Lr: 0.005520 || Task Loss: 0.2729 || KD Loss: 0.0806|| 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 day, 14:22:28 || Estimated Time: 12:03:54
2023-07-15 03:27:22,803 semantic_segmentation INFO: Iters: 38050/50000 || Lr: 0.005516 || Task Loss: 0.2909 || KD Loss: 0.0896|| 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: 1 day, 14:23:05 || Estimated Time: 12:03:18
2023-07-15 03:28:00,437 semantic_segmentation INFO: Iters: 38060/50000 || Lr: 0.005512 || Task Loss: 0.2458 || KD Loss: 0.0834|| 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: 1 day, 14:23:43 || Estimated Time: 12:02:42
2023-07-15 03:28:37,348 semantic_segmentation INFO: Iters: 38070/50000 || Lr: 0.005508 || Task Loss: 0.2701 || KD Loss: 0.0975|| 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: 1 day, 14:24:20 || Estimated Time: 12:02:06
2023-07-15 03:29:14,838 semantic_segmentation INFO: Iters: 38080/50000 || Lr: 0.005503 || Task Loss: 0.3141 || KD Loss: 0.1101|| 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: 1 day, 14:24:57 || Estimated Time: 12:01:30
2023-07-15 03:29:52,408 semantic_segmentation INFO: Iters: 38090/50000 || Lr: 0.005499 || Task Loss: 0.3397 || KD Loss: 0.0977|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:25:35 || Estimated Time: 12:00:54
2023-07-15 03:30:29,513 semantic_segmentation INFO: Iters: 38100/50000 || Lr: 0.005495 || Task Loss: 0.2741 || KD Loss: 0.0870|| 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: 1 day, 14:26:12 || Estimated Time: 12:00:18
2023-07-15 03:31:07,003 semantic_segmentation INFO: Iters: 38110/50000 || Lr: 0.005491 || Task Loss: 0.3589 || KD Loss: 0.1263|| 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: 1 day, 14:26:50 || Estimated Time: 11:59:42
2023-07-15 03:31:44,640 semantic_segmentation INFO: Iters: 38120/50000 || Lr: 0.005487 || Task Loss: 0.2692 || KD Loss: 0.0775|| 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: 1 day, 14:27:27 || Estimated Time: 11:59:06
2023-07-15 03:32:21,743 semantic_segmentation INFO: Iters: 38130/50000 || Lr: 0.005483 || Task Loss: 0.2886 || KD Loss: 0.0808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:28:04 || Estimated Time: 11:58:30
2023-07-15 03:32:59,367 semantic_segmentation INFO: Iters: 38140/50000 || Lr: 0.005479 || Task Loss: 0.2810 || KD Loss: 0.0826|| 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: 1 day, 14:28:42 || Estimated Time: 11:57:54
2023-07-15 03:33:36,234 semantic_segmentation INFO: Iters: 38150/50000 || Lr: 0.005474 || Task Loss: 0.2120 || KD Loss: 0.0858|| 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: 1 day, 14:29:19 || Estimated Time: 11:57:18
2023-07-15 03:34:13,508 semantic_segmentation INFO: Iters: 38160/50000 || Lr: 0.005470 || Task Loss: 0.2890 || KD Loss: 0.0916|| 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: 1 day, 14:29:56 || Estimated Time: 11:56:42
2023-07-15 03:34:50,608 semantic_segmentation INFO: Iters: 38170/50000 || Lr: 0.005466 || Task Loss: 0.2199 || KD Loss: 0.0874|| 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: 1 day, 14:30:33 || Estimated Time: 11:56:06
2023-07-15 03:35:27,760 semantic_segmentation INFO: Iters: 38180/50000 || Lr: 0.005462 || Task Loss: 0.3202 || KD Loss: 0.1113|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:31:10 || Estimated Time: 11:55:30
2023-07-15 03:36:04,821 semantic_segmentation INFO: Iters: 38190/50000 || Lr: 0.005458 || Task Loss: 0.2958 || KD Loss: 0.0976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:31:47 || Estimated Time: 11:54:54
2023-07-15 03:36:42,264 semantic_segmentation INFO: Iters: 38200/50000 || Lr: 0.005454 || Task Loss: 0.2804 || KD Loss: 0.1034|| 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 day, 14:32:25 || Estimated Time: 11:54:18
2023-07-15 03:37:19,274 semantic_segmentation INFO: Iters: 38210/50000 || Lr: 0.005449 || Task Loss: 0.4480 || KD Loss: 0.1398|| 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 day, 14:33:02 || Estimated Time: 11:53:41
2023-07-15 03:37:56,820 semantic_segmentation INFO: Iters: 38220/50000 || Lr: 0.005445 || Task Loss: 0.2964 || KD Loss: 0.0842|| 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: 1 day, 14:33:39 || Estimated Time: 11:53:06
2023-07-15 03:38:33,721 semantic_segmentation INFO: Iters: 38230/50000 || Lr: 0.005441 || Task Loss: 0.2848 || KD Loss: 0.0890|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:34:16 || Estimated Time: 11:52:29
2023-07-15 03:39:10,642 semantic_segmentation INFO: Iters: 38240/50000 || Lr: 0.005437 || Task Loss: 0.2836 || KD Loss: 0.0906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:34:53 || Estimated Time: 11:51:53
2023-07-15 03:39:47,823 semantic_segmentation INFO: Iters: 38250/50000 || Lr: 0.005433 || Task Loss: 0.4103 || KD Loss: 0.1887|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:35:30 || Estimated Time: 11:51:17
2023-07-15 03:40:24,774 semantic_segmentation INFO: Iters: 38260/50000 || Lr: 0.005429 || Task Loss: 0.2422 || KD Loss: 0.0870|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0922|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:36:07 || Estimated Time: 11:50:41
2023-07-15 03:41:02,016 semantic_segmentation INFO: Iters: 38270/50000 || Lr: 0.005424 || Task Loss: 0.3083 || KD Loss: 0.1197|| 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: 1 day, 14:36:45 || Estimated Time: 11:50:05
2023-07-15 03:41:39,212 semantic_segmentation INFO: Iters: 38280/50000 || Lr: 0.005420 || Task Loss: 0.2578 || KD Loss: 0.0679|| 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 day, 14:37:22 || Estimated Time: 11:49:29
2023-07-15 03:42:16,137 semantic_segmentation INFO: Iters: 38290/50000 || Lr: 0.005416 || Task Loss: 0.3933 || KD Loss: 0.1106|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 11:48:53
2023-07-15 03:42:53,084 semantic_segmentation INFO: Iters: 38300/50000 || Lr: 0.005412 || Task Loss: 0.2658 || KD Loss: 0.0819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1174|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:38:36 || Estimated Time: 11:48:17
2023-07-15 03:43:30,161 semantic_segmentation INFO: Iters: 38310/50000 || Lr: 0.005408 || Task Loss: 0.3295 || KD Loss: 0.1067|| 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 day, 14:39:13 || Estimated Time: 11:47:41
2023-07-15 03:44:07,046 semantic_segmentation INFO: Iters: 38320/50000 || Lr: 0.005404 || Task Loss: 0.2344 || KD Loss: 0.0798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:39:50 || Estimated Time: 11:47:04
2023-07-15 03:44:44,268 semantic_segmentation INFO: Iters: 38330/50000 || Lr: 0.005400 || Task Loss: 0.4179 || KD Loss: 0.1330|| 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: 1 day, 14:40:27 || Estimated Time: 11:46:28
2023-07-15 03:45:21,312 semantic_segmentation INFO: Iters: 38340/50000 || Lr: 0.005395 || Task Loss: 0.3423 || KD Loss: 0.1111|| 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: 1 day, 14:41:04 || Estimated Time: 11:45:52
2023-07-15 03:45:58,445 semantic_segmentation INFO: Iters: 38350/50000 || Lr: 0.005391 || Task Loss: 0.2690 || KD Loss: 0.0923|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:41:41 || Estimated Time: 11:45:16
2023-07-15 03:46:35,368 semantic_segmentation INFO: Iters: 38360/50000 || Lr: 0.005387 || Task Loss: 0.3111 || KD Loss: 0.0852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:42:18 || Estimated Time: 11:44:40
2023-07-15 03:47:12,775 semantic_segmentation INFO: Iters: 38370/50000 || Lr: 0.005383 || Task Loss: 0.3359 || KD Loss: 0.1112|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:42:55 || Estimated Time: 11:44:04
2023-07-15 03:47:49,671 semantic_segmentation INFO: Iters: 38380/50000 || Lr: 0.005379 || Task Loss: 0.4240 || KD Loss: 0.1372|| 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 day, 14:43:32 || Estimated Time: 11:43:28
2023-07-15 03:48:26,858 semantic_segmentation INFO: Iters: 38390/50000 || Lr: 0.005375 || Task Loss: 0.2864 || KD Loss: 0.0955|| 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: 1 day, 14:44:09 || Estimated Time: 11:42:52
2023-07-15 03:49:04,241 semantic_segmentation INFO: Iters: 38400/50000 || Lr: 0.005370 || Task Loss: 0.2122 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:44:47 || Estimated Time: 11:42:16
2023-07-15 03:49:04,316 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-15 03:49:04,866 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.946, mIoU: 0.374
2023-07-15 03:49:05,035 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.957, mIoU: 0.448
2023-07-15 03:49:05,170 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.958, mIoU: 0.461
2023-07-15 03:49:05,303 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.959, mIoU: 0.489
2023-07-15 03:49:05,434 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.961, mIoU: 0.482
2023-07-15 03:49:05,571 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.959, mIoU: 0.486
2023-07-15 03:49:05,707 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.957, mIoU: 0.484
2023-07-15 03:49:05,841 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.957, mIoU: 0.502
2023-07-15 03:49:05,975 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.957, mIoU: 0.550
2023-07-15 03:49:06,112 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.954, mIoU: 0.577
2023-07-15 03:49:06,244 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.952, mIoU: 0.583
2023-07-15 03:49:06,378 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.948, mIoU: 0.611
2023-07-15 03:49:06,514 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.946, mIoU: 0.618
2023-07-15 03:49:06,647 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.945, mIoU: 0.611
2023-07-15 03:49:06,780 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.944, mIoU: 0.617
2023-07-15 03:49:06,915 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.942, mIoU: 0.607
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2023-07-15 03:49:07,316 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.941, mIoU: 0.617
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2023-07-15 03:49:07,583 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.942, mIoU: 0.626
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2023-07-15 03:49:08,113 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.940, mIoU: 0.668
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2023-07-15 03:49:08,515 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.939, mIoU: 0.659
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2023-07-15 03:49:09,978 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.937, mIoU: 0.666
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2023-07-15 03:49:10,890 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.940, mIoU: 0.664
2023-07-15 03:49:11,022 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.940, mIoU: 0.664
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2023-07-15 03:49:13,165 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.937, mIoU: 0.672
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2023-07-15 03:49:16,097 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.933, mIoU: 0.671
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2023-07-15 03:49:59,809 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.941, mIoU: 0.660
2023-07-15 03:49:59,949 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.941, mIoU: 0.660
2023-07-15 03:50:00,090 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.940, mIoU: 0.660
2023-07-15 03:50:00,230 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 03:50:00,369 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 03:50:00,510 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 03:50:00,651 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 03:50:00,792 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 03:50:00,934 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 03:50:01,073 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 03:50:01,211 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 03:50:01,349 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 03:50:01,485 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 03:50:01,621 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 03:50:01,758 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 03:50:01,894 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 03:50:02,029 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 03:50:02,164 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 03:50:02,300 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.942, mIoU: 0.662
2023-07-15 03:50:02,437 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.942, mIoU: 0.662
2023-07-15 03:50:02,572 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.942, mIoU: 0.662
2023-07-15 03:50:02,710 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.942, mIoU: 0.662
2023-07-15 03:50:02,848 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.942, mIoU: 0.662
2023-07-15 03:50:02,983 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.942, mIoU: 0.662
2023-07-15 03:50:03,120 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.942, mIoU: 0.662
2023-07-15 03:50:03,255 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.942, mIoU: 0.662
2023-07-15 03:50:03,389 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.942, mIoU: 0.662
2023-07-15 03:50:03,526 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.942, mIoU: 0.662
2023-07-15 03:50:03,663 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.942, mIoU: 0.662
2023-07-15 03:50:03,797 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.942, mIoU: 0.662
2023-07-15 03:50:03,934 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.942, mIoU: 0.662
2023-07-15 03:50:04,072 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.942, mIoU: 0.662
2023-07-15 03:50:04,206 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.942, mIoU: 0.662
2023-07-15 03:50:04,342 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.942, mIoU: 0.662
2023-07-15 03:50:04,479 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.942, mIoU: 0.662
2023-07-15 03:50:04,613 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.942, mIoU: 0.662
2023-07-15 03:50:04,748 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.942, mIoU: 0.662
2023-07-15 03:50:04,885 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.942, mIoU: 0.662
2023-07-15 03:50:05,019 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.943, mIoU: 0.663
2023-07-15 03:50:05,154 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.943, mIoU: 0.663
2023-07-15 03:50:05,290 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.943, mIoU: 0.663
2023-07-15 03:50:05,425 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.943, mIoU: 0.663
2023-07-15 03:50:05,560 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.943, mIoU: 0.663
2023-07-15 03:50:05,695 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.943, mIoU: 0.663
2023-07-15 03:50:05,829 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.943, mIoU: 0.663
2023-07-15 03:50:05,962 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.943, mIoU: 0.663
2023-07-15 03:50:06,098 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.943, mIoU: 0.664
2023-07-15 03:50:06,233 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.943, mIoU: 0.664
2023-07-15 03:50:06,366 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.943, mIoU: 0.664
2023-07-15 03:50:06,499 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.943, mIoU: 0.664
2023-07-15 03:50:06,632 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.943, mIoU: 0.664
2023-07-15 03:50:06,763 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.943, mIoU: 0.664
2023-07-15 03:50:06,894 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.943, mIoU: 0.664
2023-07-15 03:50:07,028 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-15 03:50:07,162 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-15 03:50:07,293 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-15 03:50:07,427 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-15 03:50:07,562 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-15 03:50:07,696 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-15 03:50:07,830 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-15 03:50:07,966 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-15 03:50:08,099 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-15 03:50:08,234 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-15 03:50:08,369 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-15 03:50:08,501 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-15 03:50:08,636 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-15 03:50:08,768 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-15 03:50:08,901 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-15 03:50:09,034 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-15 03:50:09,169 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 03:50:09,300 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 03:50:09,430 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 03:50:09,553 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 03:50:09,685 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 03:50:09,820 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 03:50:09,951 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 03:50:10,086 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 03:50:10,221 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 03:50:10,353 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 03:50:10,487 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 03:50:10,620 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 03:50:10,750 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 03:50:10,881 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-15 03:50:11,014 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-15 03:50:11,145 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-15 03:50:11,273 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-15 03:50:11,399 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-15 03:50:11,531 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-15 03:50:11,666 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-15 03:50:11,796 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-15 03:50:11,931 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-15 03:50:12,065 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-15 03:50:49,076 semantic_segmentation INFO: Iters: 38410/50000 || Lr: 0.005366 || Task Loss: 0.2521 || KD Loss: 0.0922|| 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, 14:46:32 || Estimated Time: 11:42:00
2023-07-15 03:51:25,918 semantic_segmentation INFO: Iters: 38420/50000 || Lr: 0.005362 || Task Loss: 0.3289 || KD Loss: 0.2110|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:47:08 || Estimated Time: 11:41:24
2023-07-15 03:52:02,773 semantic_segmentation INFO: Iters: 38430/50000 || Lr: 0.005358 || Task Loss: 0.3655 || KD Loss: 0.1515|| 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 day, 14:47:45 || Estimated Time: 11:40:48
2023-07-15 03:52:39,681 semantic_segmentation INFO: Iters: 38440/50000 || Lr: 0.005354 || Task Loss: 0.5060 || KD Loss: 0.1846|| 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: 1 day, 14:48:22 || Estimated Time: 11:40:12
2023-07-15 03:53:16,898 semantic_segmentation INFO: Iters: 38450/50000 || Lr: 0.005350 || Task Loss: 0.2111 || KD Loss: 0.0734|| 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: 1 day, 14:48:59 || Estimated Time: 11:39:36
2023-07-15 03:53:53,777 semantic_segmentation INFO: Iters: 38460/50000 || Lr: 0.005345 || Task Loss: 0.3024 || KD Loss: 0.1063|| 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: 1 day, 14:49:36 || Estimated Time: 11:38:59
2023-07-15 03:54:30,818 semantic_segmentation INFO: Iters: 38470/50000 || Lr: 0.005341 || Task Loss: 0.2439 || KD Loss: 0.0981|| 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, 14:50:13 || Estimated Time: 11:38:23
2023-07-15 03:55:07,940 semantic_segmentation INFO: Iters: 38480/50000 || Lr: 0.005337 || Task Loss: 0.3101 || KD Loss: 0.1038|| 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: 1 day, 14:50:50 || Estimated Time: 11:37:47
2023-07-15 03:55:45,213 semantic_segmentation INFO: Iters: 38490/50000 || Lr: 0.005333 || Task Loss: 0.2481 || KD Loss: 0.0739|| 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: 1 day, 14:51:28 || Estimated Time: 11:37:11
2023-07-15 03:56:22,072 semantic_segmentation INFO: Iters: 38500/50000 || Lr: 0.005329 || Task Loss: 0.3340 || KD Loss: 0.1322|| 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 day, 14:52:05 || Estimated Time: 11:36:35
2023-07-15 03:56:59,017 semantic_segmentation INFO: Iters: 38510/50000 || Lr: 0.005325 || Task Loss: 0.3145 || KD Loss: 0.1077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:52:42 || Estimated Time: 11:35:59
2023-07-15 03:57:35,822 semantic_segmentation INFO: Iters: 38520/50000 || Lr: 0.005320 || Task Loss: 0.5032 || KD Loss: 0.1989|| 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: 1 day, 14:53:18 || Estimated Time: 11:35:23
2023-07-15 03:58:12,619 semantic_segmentation INFO: Iters: 38530/50000 || Lr: 0.005316 || Task Loss: 0.2944 || KD Loss: 0.0996|| 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: 1 day, 14:53:55 || Estimated Time: 11:34:46
2023-07-15 03:58:49,668 semantic_segmentation INFO: Iters: 38540/50000 || Lr: 0.005312 || Task Loss: 0.1901 || KD Loss: 0.0737|| 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 day, 14:54:32 || Estimated Time: 11:34:10
2023-07-15 03:59:26,694 semantic_segmentation INFO: Iters: 38550/50000 || Lr: 0.005308 || Task Loss: 0.3446 || KD Loss: 0.0944|| 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 day, 14:55:09 || Estimated Time: 11:33:34
2023-07-15 04:00:03,753 semantic_segmentation INFO: Iters: 38560/50000 || Lr: 0.005304 || Task Loss: 0.2956 || KD Loss: 0.0817|| 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 day, 14:55:46 || Estimated Time: 11:32:58
2023-07-15 04:00:40,794 semantic_segmentation INFO: Iters: 38570/50000 || Lr: 0.005299 || Task Loss: 0.4307 || KD Loss: 0.1429|| 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: 1 day, 14:56:23 || Estimated Time: 11:32:22
2023-07-15 04:01:17,594 semantic_segmentation INFO: Iters: 38580/50000 || Lr: 0.005295 || Task Loss: 0.2770 || KD Loss: 0.1042|| 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 day, 14:57:00 || Estimated Time: 11:31:46
2023-07-15 04:01:54,443 semantic_segmentation INFO: Iters: 38590/50000 || Lr: 0.005291 || Task Loss: 0.3487 || KD Loss: 0.1250|| 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 day, 14:57:37 || Estimated Time: 11:31:09
2023-07-15 04:02:31,360 semantic_segmentation INFO: Iters: 38600/50000 || Lr: 0.005287 || Task Loss: 0.2713 || KD Loss: 0.0839|| 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 day, 14:58:14 || Estimated Time: 11:30:33
2023-07-15 04:03:08,292 semantic_segmentation INFO: Iters: 38610/50000 || Lr: 0.005283 || Task Loss: 0.4185 || KD Loss: 0.1243|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1197|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 14:58:51 || Estimated Time: 11:29:57
2023-07-15 04:03:44,979 semantic_segmentation INFO: Iters: 38620/50000 || Lr: 0.005279 || Task Loss: 0.3081 || KD Loss: 0.1039|| 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: 1 day, 14:59:27 || Estimated Time: 11:29:21
2023-07-15 04:04:22,529 semantic_segmentation INFO: Iters: 38630/50000 || Lr: 0.005274 || Task Loss: 0.3073 || KD Loss: 0.1165|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1124|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:00:05 || Estimated Time: 11:28:45
2023-07-15 04:04:58,918 semantic_segmentation INFO: Iters: 38640/50000 || Lr: 0.005270 || Task Loss: 0.3188 || KD Loss: 0.1016|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:00:41 || Estimated Time: 11:28:08
2023-07-15 04:05:35,694 semantic_segmentation INFO: Iters: 38650/50000 || Lr: 0.005266 || Task Loss: 0.2261 || KD Loss: 0.0853|| 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, 15:01:18 || Estimated Time: 11:27:32
2023-07-15 04:06:12,601 semantic_segmentation INFO: Iters: 38660/50000 || Lr: 0.005262 || Task Loss: 0.2812 || KD Loss: 0.1045|| 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 day, 15:01:55 || Estimated Time: 11:26:56
2023-07-15 04:06:49,573 semantic_segmentation INFO: Iters: 38670/50000 || Lr: 0.005258 || Task Loss: 0.2672 || KD Loss: 0.0890|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:02:32 || Estimated Time: 11:26:20
2023-07-15 04:07:26,205 semantic_segmentation INFO: Iters: 38680/50000 || Lr: 0.005254 || Task Loss: 0.3243 || KD Loss: 0.1118|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1090|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:03:09 || Estimated Time: 11:25:44
2023-07-15 04:08:03,274 semantic_segmentation INFO: Iters: 38690/50000 || Lr: 0.005249 || Task Loss: 0.2811 || KD Loss: 0.0848|| 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: 1 day, 15:03:46 || Estimated Time: 11:25:07
2023-07-15 04:08:40,057 semantic_segmentation INFO: Iters: 38700/50000 || Lr: 0.005245 || Task Loss: 0.2087 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:04:23 || Estimated Time: 11:24:31
2023-07-15 04:09:17,403 semantic_segmentation INFO: Iters: 38710/50000 || Lr: 0.005241 || Task Loss: 0.2399 || KD Loss: 0.0660|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:05:00 || Estimated Time: 11:23:55
2023-07-15 04:09:53,701 semantic_segmentation INFO: Iters: 38720/50000 || Lr: 0.005237 || Task Loss: 0.2758 || KD Loss: 0.0806|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:05:36 || Estimated Time: 11:23:19
2023-07-15 04:10:30,973 semantic_segmentation INFO: Iters: 38730/50000 || Lr: 0.005233 || Task Loss: 0.2984 || KD Loss: 0.0991|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:06:13 || Estimated Time: 11:22:43
2023-07-15 04:11:07,616 semantic_segmentation INFO: Iters: 38740/50000 || Lr: 0.005228 || Task Loss: 0.2529 || KD Loss: 0.0843|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:06:50 || Estimated Time: 11:22:07
2023-07-15 04:11:44,571 semantic_segmentation INFO: Iters: 38750/50000 || Lr: 0.005224 || Task Loss: 0.2240 || KD Loss: 0.0831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:07:27 || Estimated Time: 11:21:30
2023-07-15 04:12:21,435 semantic_segmentation INFO: Iters: 38760/50000 || Lr: 0.005220 || Task Loss: 0.3702 || KD Loss: 0.2018|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:08:04 || Estimated Time: 11:20:54
2023-07-15 04:12:57,987 semantic_segmentation INFO: Iters: 38770/50000 || Lr: 0.005216 || Task Loss: 0.2510 || KD Loss: 0.0812|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:08:40 || Estimated Time: 11:20:18
2023-07-15 04:13:35,201 semantic_segmentation INFO: Iters: 38780/50000 || Lr: 0.005212 || Task Loss: 0.2472 || KD Loss: 0.1064|| 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: 1 day, 15:09:18 || Estimated Time: 11:19:42
2023-07-15 04:14:12,078 semantic_segmentation INFO: Iters: 38790/50000 || Lr: 0.005208 || Task Loss: 0.2726 || KD Loss: 0.0814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:09:55 || Estimated Time: 11:19:06
2023-07-15 04:14:49,278 semantic_segmentation INFO: Iters: 38800/50000 || Lr: 0.005203 || Task Loss: 0.2612 || KD Loss: 0.0753|| 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: 1 day, 15:10:32 || Estimated Time: 11:18:29
2023-07-15 04:15:26,200 semantic_segmentation INFO: Iters: 38810/50000 || Lr: 0.005199 || Task Loss: 0.3039 || KD Loss: 0.0895|| 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: 1 day, 15:11:09 || Estimated Time: 11:17:53
2023-07-15 04:16:03,171 semantic_segmentation INFO: Iters: 38820/50000 || Lr: 0.005195 || Task Loss: 0.3463 || KD Loss: 0.1499|| 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: 1 day, 15:11:46 || Estimated Time: 11:17:17
2023-07-15 04:16:40,128 semantic_segmentation INFO: Iters: 38830/50000 || Lr: 0.005191 || Task Loss: 0.2142 || KD Loss: 0.0672|| 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: 1 day, 15:12:23 || Estimated Time: 11:16:41
2023-07-15 04:17:17,025 semantic_segmentation INFO: Iters: 38840/50000 || Lr: 0.005187 || Task Loss: 0.2304 || KD Loss: 0.0780|| 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 day, 15:13:00 || Estimated Time: 11:16:05
2023-07-15 04:17:53,969 semantic_segmentation INFO: Iters: 38850/50000 || Lr: 0.005183 || Task Loss: 0.2105 || KD Loss: 0.0566|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1210|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:13:36 || Estimated Time: 11:15:29
2023-07-15 04:18:30,834 semantic_segmentation INFO: Iters: 38860/50000 || Lr: 0.005178 || Task Loss: 0.2559 || KD Loss: 0.0807|| 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: 1 day, 15:14:13 || Estimated Time: 11:14:52
2023-07-15 04:19:07,636 semantic_segmentation INFO: Iters: 38870/50000 || Lr: 0.005174 || Task Loss: 0.2718 || KD Loss: 0.0789|| 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 day, 15:14:50 || Estimated Time: 11:14:16
2023-07-15 04:19:44,756 semantic_segmentation INFO: Iters: 38880/50000 || Lr: 0.005170 || Task Loss: 0.2532 || KD Loss: 0.0839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:15:27 || Estimated Time: 11:13:40
2023-07-15 04:20:22,217 semantic_segmentation INFO: Iters: 38890/50000 || Lr: 0.005166 || Task Loss: 0.2315 || KD Loss: 0.0813|| 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: 1 day, 15:16:05 || Estimated Time: 11:13:04
2023-07-15 04:20:58,665 semantic_segmentation INFO: Iters: 38900/50000 || Lr: 0.005162 || Task Loss: 0.2773 || KD Loss: 0.0834|| 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: 1 day, 15:16:41 || Estimated Time: 11:12:28
2023-07-15 04:21:35,572 semantic_segmentation INFO: Iters: 38910/50000 || Lr: 0.005157 || Task Loss: 0.3009 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:17:18 || Estimated Time: 11:11:51
2023-07-15 04:22:12,365 semantic_segmentation INFO: Iters: 38920/50000 || Lr: 0.005153 || Task Loss: 0.2648 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:17:55 || Estimated Time: 11:11:15
2023-07-15 04:22:49,653 semantic_segmentation INFO: Iters: 38930/50000 || Lr: 0.005149 || Task Loss: 0.3340 || KD Loss: 0.1116|| 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, 15:18:32 || Estimated Time: 11:10:39
2023-07-15 04:23:26,422 semantic_segmentation INFO: Iters: 38940/50000 || Lr: 0.005145 || Task Loss: 0.2518 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:19:09 || Estimated Time: 11:10:03
2023-07-15 04:24:02,989 semantic_segmentation INFO: Iters: 38950/50000 || Lr: 0.005141 || Task Loss: 0.4352 || KD Loss: 0.1526|| 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: 1 day, 15:19:45 || Estimated Time: 11:09:27
2023-07-15 04:24:39,823 semantic_segmentation INFO: Iters: 38960/50000 || Lr: 0.005136 || Task Loss: 0.2070 || KD Loss: 0.0616|| 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 day, 15:20:22 || Estimated Time: 11:08:50
2023-07-15 04:25:16,692 semantic_segmentation INFO: Iters: 38970/50000 || Lr: 0.005132 || Task Loss: 0.3090 || KD Loss: 0.0892|| 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: 1 day, 15:20:59 || Estimated Time: 11:08:14
2023-07-15 04:25:53,711 semantic_segmentation INFO: Iters: 38980/50000 || Lr: 0.005128 || Task Loss: 0.3060 || KD Loss: 0.0891|| 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 day, 15:21:36 || Estimated Time: 11:07:38
2023-07-15 04:26:30,415 semantic_segmentation INFO: Iters: 38990/50000 || Lr: 0.005124 || Task Loss: 0.4065 || KD Loss: 0.1239|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:22:13 || Estimated Time: 11:07:02
2023-07-15 04:27:07,105 semantic_segmentation INFO: Iters: 39000/50000 || Lr: 0.005120 || Task Loss: 0.2421 || KD Loss: 0.0919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:22:50 || Estimated Time: 11:06:26
2023-07-15 04:27:44,181 semantic_segmentation INFO: Iters: 39010/50000 || Lr: 0.005116 || Task Loss: 0.1878 || KD Loss: 0.0632|| 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 day, 15:23:27 || Estimated Time: 11:05:49
2023-07-15 04:28:20,887 semantic_segmentation INFO: Iters: 39020/50000 || Lr: 0.005111 || Task Loss: 0.2670 || KD Loss: 0.0828|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:24:03 || Estimated Time: 11:05:13
2023-07-15 04:28:57,570 semantic_segmentation INFO: Iters: 39030/50000 || Lr: 0.005107 || Task Loss: 0.2639 || KD Loss: 0.0852|| 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: 1 day, 15:24:40 || Estimated Time: 11:04:37
2023-07-15 04:29:34,662 semantic_segmentation INFO: Iters: 39040/50000 || Lr: 0.005103 || Task Loss: 0.2252 || KD Loss: 0.0679|| 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: 1 day, 15:25:17 || Estimated Time: 11:04:01
2023-07-15 04:30:11,382 semantic_segmentation INFO: Iters: 39050/50000 || Lr: 0.005099 || Task Loss: 0.2124 || KD Loss: 0.0651|| 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: 1 day, 15:25:54 || Estimated Time: 11:03:25
2023-07-15 04:30:48,172 semantic_segmentation INFO: Iters: 39060/50000 || Lr: 0.005095 || Task Loss: 0.2663 || KD Loss: 0.1335|| 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 day, 15:26:31 || Estimated Time: 11:02:48
2023-07-15 04:31:25,252 semantic_segmentation INFO: Iters: 39070/50000 || Lr: 0.005090 || Task Loss: 0.2437 || KD Loss: 0.0975|| 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, 15:27:08 || Estimated Time: 11:02:12
2023-07-15 04:32:02,305 semantic_segmentation INFO: Iters: 39080/50000 || Lr: 0.005086 || Task Loss: 0.2488 || KD Loss: 0.0886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:27:45 || Estimated Time: 11:01:36
2023-07-15 04:32:38,991 semantic_segmentation INFO: Iters: 39090/50000 || Lr: 0.005082 || Task Loss: 0.3982 || KD Loss: 0.1147|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:28:21 || Estimated Time: 11:01:00
2023-07-15 04:33:15,937 semantic_segmentation INFO: Iters: 39100/50000 || Lr: 0.005078 || Task Loss: 0.2190 || KD Loss: 0.0937|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:28:58 || Estimated Time: 11:00:24
2023-07-15 04:33:52,930 semantic_segmentation INFO: Iters: 39110/50000 || Lr: 0.005074 || Task Loss: 0.3149 || KD Loss: 0.1035|| 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: 1 day, 15:29:35 || Estimated Time: 10:59:47
2023-07-15 04:34:29,748 semantic_segmentation INFO: Iters: 39120/50000 || Lr: 0.005069 || Task Loss: 0.3056 || KD Loss: 0.0930|| 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, 15:30:12 || Estimated Time: 10:59:11
2023-07-15 04:35:06,815 semantic_segmentation INFO: Iters: 39130/50000 || Lr: 0.005065 || Task Loss: 0.2837 || KD Loss: 0.1021|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1185|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:30:49 || Estimated Time: 10:58:35
2023-07-15 04:35:43,439 semantic_segmentation INFO: Iters: 39140/50000 || Lr: 0.005061 || Task Loss: 0.2373 || KD Loss: 0.0715|| 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: 1 day, 15:31:26 || Estimated Time: 10:57:59
2023-07-15 04:36:20,228 semantic_segmentation INFO: Iters: 39150/50000 || Lr: 0.005057 || Task Loss: 0.3189 || KD Loss: 0.1189|| 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 day, 15:32:03 || Estimated Time: 10:57:22
2023-07-15 04:36:57,036 semantic_segmentation INFO: Iters: 39160/50000 || Lr: 0.005053 || Task Loss: 0.2282 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 10:56:46
2023-07-15 04:37:33,801 semantic_segmentation INFO: Iters: 39170/50000 || Lr: 0.005048 || Task Loss: 0.2960 || KD Loss: 0.1110|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1144|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:33:16 || Estimated Time: 10:56:10
2023-07-15 04:38:10,639 semantic_segmentation INFO: Iters: 39180/50000 || Lr: 0.005044 || Task Loss: 0.2435 || KD Loss: 0.0801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:33:53 || Estimated Time: 10:55:34
2023-07-15 04:38:47,490 semantic_segmentation INFO: Iters: 39190/50000 || Lr: 0.005040 || Task Loss: 0.2289 || KD Loss: 0.0808|| 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 day, 15:34:30 || Estimated Time: 10:54:58
2023-07-15 04:39:24,386 semantic_segmentation INFO: Iters: 39200/50000 || Lr: 0.005036 || Task Loss: 0.2556 || KD Loss: 0.0886|| 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 day, 15:35:07 || Estimated Time: 10:54:21
2023-07-15 04:39:24,474 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-15 04:39:25,062 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.964, mIoU: 0.390
2023-07-15 04:39:25,210 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.458
2023-07-15 04:39:25,348 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.968, mIoU: 0.474
2023-07-15 04:39:25,485 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.506
2023-07-15 04:39:25,619 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.497
2023-07-15 04:39:25,758 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.968, mIoU: 0.501
2023-07-15 04:39:25,897 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.499
2023-07-15 04:39:26,033 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.533
2023-07-15 04:39:26,171 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.576
2023-07-15 04:39:26,309 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.959, mIoU: 0.607
2023-07-15 04:39:26,445 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.957, mIoU: 0.613
2023-07-15 04:39:26,583 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.953, mIoU: 0.628
2023-07-15 04:39:26,722 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.952, mIoU: 0.632
2023-07-15 04:39:26,859 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.951, mIoU: 0.626
2023-07-15 04:39:26,997 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.950, mIoU: 0.631
2023-07-15 04:39:27,137 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.949, mIoU: 0.623
2023-07-15 04:39:27,272 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.948, mIoU: 0.623
2023-07-15 04:39:27,410 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.947, mIoU: 0.625
2023-07-15 04:39:27,550 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.946, mIoU: 0.629
2023-07-15 04:39:27,685 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.947, mIoU: 0.636
2023-07-15 04:39:27,824 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.947, mIoU: 0.637
2023-07-15 04:39:27,962 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.942, mIoU: 0.625
2023-07-15 04:39:28,100 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.942, mIoU: 0.628
2023-07-15 04:39:28,238 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.942, mIoU: 0.636
2023-07-15 04:39:28,379 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.941, mIoU: 0.649
2023-07-15 04:39:28,515 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.941, mIoU: 0.652
2023-07-15 04:39:28,655 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.940, mIoU: 0.645
2023-07-15 04:39:28,792 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.939, mIoU: 0.638
2023-07-15 04:39:28,932 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.939, mIoU: 0.644
2023-07-15 04:39:29,071 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.938, mIoU: 0.649
2023-07-15 04:39:29,211 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.938, mIoU: 0.647
2023-07-15 04:39:29,351 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.938, mIoU: 0.646
2023-07-15 04:39:29,489 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.939, mIoU: 0.648
2023-07-15 04:39:29,626 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.647
2023-07-15 04:39:29,763 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.939, mIoU: 0.649
2023-07-15 04:39:29,900 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.939, mIoU: 0.647
2023-07-15 04:39:30,038 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.939, mIoU: 0.644
2023-07-15 04:39:30,178 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.938, mIoU: 0.643
2023-07-15 04:39:30,315 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.639
2023-07-15 04:39:30,451 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.938, mIoU: 0.640
2023-07-15 04:39:30,588 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.938, mIoU: 0.639
2023-07-15 04:39:30,722 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.939, mIoU: 0.638
2023-07-15 04:39:30,857 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.939, mIoU: 0.638
2023-07-15 04:39:30,993 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.940, mIoU: 0.639
2023-07-15 04:39:31,126 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.940, mIoU: 0.638
2023-07-15 04:39:31,262 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.940, mIoU: 0.638
2023-07-15 04:39:31,399 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.941, mIoU: 0.639
2023-07-15 04:39:31,534 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.941, mIoU: 0.638
2023-07-15 04:39:31,669 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.942, mIoU: 0.644
2023-07-15 04:39:31,807 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.942, mIoU: 0.646
2023-07-15 04:39:31,940 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.941, mIoU: 0.646
2023-07-15 04:39:32,074 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.650
2023-07-15 04:39:32,210 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.940, mIoU: 0.650
2023-07-15 04:39:32,344 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.940, mIoU: 0.651
2023-07-15 04:39:32,477 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-15 04:39:32,612 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.938, mIoU: 0.646
2023-07-15 04:39:32,745 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.938, mIoU: 0.647
2023-07-15 04:39:32,878 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.938, mIoU: 0.654
2023-07-15 04:39:33,009 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.938, mIoU: 0.657
2023-07-15 04:39:33,142 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.938, mIoU: 0.655
2023-07-15 04:39:33,276 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.938, mIoU: 0.659
2023-07-15 04:39:33,408 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.938, mIoU: 0.660
2023-07-15 04:39:33,542 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.938, mIoU: 0.659
2023-07-15 04:39:33,676 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.938, mIoU: 0.663
2023-07-15 04:39:33,808 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-15 04:39:33,941 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-15 04:39:34,076 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.937, mIoU: 0.666
2023-07-15 04:39:34,207 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.937, mIoU: 0.666
2023-07-15 04:39:34,339 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.937, mIoU: 0.665
2023-07-15 04:39:34,473 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.937, mIoU: 0.665
2023-07-15 04:39:34,605 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.937, mIoU: 0.665
2023-07-15 04:39:34,738 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.938, mIoU: 0.665
2023-07-15 04:39:34,873 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.938, mIoU: 0.663
2023-07-15 04:39:35,008 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.938, mIoU: 0.663
2023-07-15 04:39:35,144 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.938, mIoU: 0.664
2023-07-15 04:39:35,280 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.938, mIoU: 0.663
2023-07-15 04:39:35,414 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.938, mIoU: 0.663
2023-07-15 04:39:35,545 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.938, mIoU: 0.663
2023-07-15 04:39:35,678 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.938, mIoU: 0.662
2023-07-15 04:39:35,810 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.938, mIoU: 0.664
2023-07-15 04:39:35,941 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-15 04:39:36,069 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-15 04:39:36,202 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.937, mIoU: 0.665
2023-07-15 04:39:36,334 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.936, mIoU: 0.663
2023-07-15 04:39:36,461 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.934, mIoU: 0.659
2023-07-15 04:39:36,592 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.934, mIoU: 0.659
2023-07-15 04:39:36,728 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.934, mIoU: 0.659
2023-07-15 04:39:36,858 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.934, mIoU: 0.659
2023-07-15 04:39:36,991 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.934, mIoU: 0.659
2023-07-15 04:39:37,125 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.935, mIoU: 0.659
2023-07-15 04:39:37,255 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.935, mIoU: 0.659
2023-07-15 04:39:37,385 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.934, mIoU: 0.660
2023-07-15 04:39:37,516 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.934, mIoU: 0.660
2023-07-15 04:39:37,648 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.934, mIoU: 0.660
2023-07-15 04:39:37,779 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.935, mIoU: 0.660
2023-07-15 04:39:37,905 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.935, mIoU: 0.661
2023-07-15 04:39:38,037 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.935, mIoU: 0.661
2023-07-15 04:39:38,170 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.935, mIoU: 0.660
2023-07-15 04:39:38,298 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.935, mIoU: 0.660
2023-07-15 04:39:38,432 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.934, mIoU: 0.660
2023-07-15 04:39:38,566 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.933, mIoU: 0.659
2023-07-15 04:39:38,697 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.932, mIoU: 0.658
2023-07-15 04:39:38,827 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.932, mIoU: 0.657
2023-07-15 04:39:38,959 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.932, mIoU: 0.657
2023-07-15 04:39:39,090 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.933, mIoU: 0.657
2023-07-15 04:39:39,221 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.933, mIoU: 0.658
2023-07-15 04:39:39,350 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.933, mIoU: 0.658
2023-07-15 04:39:39,483 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.933, mIoU: 0.659
2023-07-15 04:39:39,616 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.933, mIoU: 0.658
2023-07-15 04:39:39,744 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.933, mIoU: 0.657
2023-07-15 04:39:39,876 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.933, mIoU: 0.657
2023-07-15 04:39:40,011 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.933, mIoU: 0.656
2023-07-15 04:39:40,142 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.933, mIoU: 0.656
2023-07-15 04:39:40,276 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.933, mIoU: 0.656
2023-07-15 04:39:40,413 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.933, mIoU: 0.656
2023-07-15 04:39:40,547 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.933, mIoU: 0.655
2023-07-15 04:39:40,679 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.933, mIoU: 0.652
2023-07-15 04:39:40,814 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.933, mIoU: 0.652
2023-07-15 04:39:40,946 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.933, mIoU: 0.654
2023-07-15 04:39:41,078 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.933, mIoU: 0.654
2023-07-15 04:39:41,210 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.933, mIoU: 0.653
2023-07-15 04:39:41,348 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.933, mIoU: 0.652
2023-07-15 04:39:41,486 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.933, mIoU: 0.653
2023-07-15 04:39:41,624 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.933, mIoU: 0.655
2023-07-15 04:39:41,763 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.933, mIoU: 0.655
2023-07-15 04:39:41,901 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.933, mIoU: 0.657
2023-07-15 04:39:42,041 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.933, mIoU: 0.659
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2023-07-15 04:40:08,484 semantic_segmentation INFO: Sample: 325, Validation pixAcc: 0.935, mIoU: 0.644
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2023-07-15 04:40:08,748 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.935, mIoU: 0.645
2023-07-15 04:40:08,884 semantic_segmentation INFO: Sample: 328, Validation pixAcc: 0.935, mIoU: 0.645
2023-07-15 04:40:09,015 semantic_segmentation INFO: Sample: 329, Validation pixAcc: 0.935, mIoU: 0.645
2023-07-15 04:40:09,149 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.936, mIoU: 0.645
2023-07-15 04:40:09,283 semantic_segmentation INFO: Sample: 331, Validation pixAcc: 0.936, mIoU: 0.645
2023-07-15 04:40:09,415 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.936, mIoU: 0.646
2023-07-15 04:40:09,551 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.936, mIoU: 0.645
2023-07-15 04:40:09,688 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.936, mIoU: 0.646
2023-07-15 04:40:09,820 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.936, mIoU: 0.646
2023-07-15 04:40:09,951 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.936, mIoU: 0.646
2023-07-15 04:40:10,081 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.936, mIoU: 0.645
2023-07-15 04:40:10,225 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.936, mIoU: 0.645
2023-07-15 04:40:10,368 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.936, mIoU: 0.646
2023-07-15 04:40:10,512 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.936, mIoU: 0.647
2023-07-15 04:40:10,658 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.936, mIoU: 0.647
2023-07-15 04:40:10,800 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.936, mIoU: 0.647
2023-07-15 04:40:10,941 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.937, mIoU: 0.647
2023-07-15 04:40:11,081 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.937, mIoU: 0.647
2023-07-15 04:40:11,222 semantic_segmentation INFO: Sample: 345, Validation pixAcc: 0.937, mIoU: 0.647
2023-07-15 04:40:11,362 semantic_segmentation INFO: Sample: 346, Validation pixAcc: 0.937, mIoU: 0.647
2023-07-15 04:40:11,500 semantic_segmentation INFO: Sample: 347, Validation pixAcc: 0.937, mIoU: 0.647
2023-07-15 04:40:11,641 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.937, mIoU: 0.647
2023-07-15 04:40:11,782 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.937, mIoU: 0.647
2023-07-15 04:40:11,921 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.937, mIoU: 0.647
2023-07-15 04:40:12,060 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.937, mIoU: 0.647
2023-07-15 04:40:12,201 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.937, mIoU: 0.647
2023-07-15 04:40:12,340 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.937, mIoU: 0.648
2023-07-15 04:40:12,482 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.937, mIoU: 0.648
2023-07-15 04:40:12,625 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.937, mIoU: 0.648
2023-07-15 04:40:12,766 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.937, mIoU: 0.648
2023-07-15 04:40:12,907 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.937, mIoU: 0.648
2023-07-15 04:40:13,049 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.937, mIoU: 0.648
2023-07-15 04:40:13,189 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-15 04:40:13,327 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-15 04:40:13,464 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-15 04:40:13,601 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-15 04:40:13,737 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-15 04:40:13,874 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-15 04:40:14,011 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.938, mIoU: 0.649
2023-07-15 04:40:14,146 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.938, mIoU: 0.649
2023-07-15 04:40:14,282 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.938, mIoU: 0.649
2023-07-15 04:40:14,418 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.938, mIoU: 0.649
2023-07-15 04:40:14,552 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.938, mIoU: 0.650
2023-07-15 04:40:14,690 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.938, mIoU: 0.650
2023-07-15 04:40:14,828 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.938, mIoU: 0.650
2023-07-15 04:40:14,962 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.939, mIoU: 0.651
2023-07-15 04:40:15,098 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.939, mIoU: 0.651
2023-07-15 04:40:15,235 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.939, mIoU: 0.651
2023-07-15 04:40:15,370 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.939, mIoU: 0.651
2023-07-15 04:40:15,505 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.939, mIoU: 0.651
2023-07-15 04:40:15,641 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.939, mIoU: 0.650
2023-07-15 04:40:15,772 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.939, mIoU: 0.651
2023-07-15 04:40:15,908 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.939, mIoU: 0.651
2023-07-15 04:40:16,044 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.939, mIoU: 0.651
2023-07-15 04:40:16,177 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.939, mIoU: 0.652
2023-07-15 04:40:16,312 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.939, mIoU: 0.652
2023-07-15 04:40:16,447 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.939, mIoU: 0.652
2023-07-15 04:40:16,580 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.939, mIoU: 0.652
2023-07-15 04:40:16,711 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-15 04:40:16,841 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-15 04:40:16,976 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-15 04:40:17,108 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-15 04:40:17,237 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.939, mIoU: 0.653
2023-07-15 04:40:17,371 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 04:40:17,505 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 04:40:17,634 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 04:40:17,767 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 04:40:17,902 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 04:40:18,034 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 04:40:18,169 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 04:40:18,304 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 04:40:18,435 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 04:40:18,569 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 04:40:18,703 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 04:40:18,833 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 04:40:18,964 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 04:40:19,093 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.941, mIoU: 0.654
2023-07-15 04:40:19,227 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.941, mIoU: 0.654
2023-07-15 04:40:19,359 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.941, mIoU: 0.655
2023-07-15 04:40:19,488 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.941, mIoU: 0.655
2023-07-15 04:40:19,620 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.941, mIoU: 0.655
2023-07-15 04:40:19,755 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.941, mIoU: 0.655
2023-07-15 04:40:19,884 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.941, mIoU: 0.655
2023-07-15 04:40:20,018 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.941, mIoU: 0.655
2023-07-15 04:40:20,154 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-15 04:40:20,286 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-15 04:40:20,422 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-15 04:40:20,556 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-15 04:40:20,688 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-15 04:40:20,823 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-15 04:40:20,957 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-15 04:40:21,088 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-15 04:40:21,219 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-15 04:40:21,352 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-15 04:40:21,490 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.941, mIoU: 0.657
2023-07-15 04:40:21,628 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.941, mIoU: 0.657
2023-07-15 04:40:21,766 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-15 04:40:21,905 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-15 04:40:22,044 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-15 04:40:22,187 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-15 04:40:22,325 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-15 04:40:22,466 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-15 04:40:22,606 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-15 04:40:22,745 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-15 04:40:22,881 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-15 04:40:23,019 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-15 04:40:23,154 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-15 04:40:23,293 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-15 04:40:23,433 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-15 04:40:23,568 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-15 04:40:23,704 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-15 04:40:23,841 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-15 04:40:23,974 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-15 04:40:24,109 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-15 04:40:24,243 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-15 04:40:24,375 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-15 04:40:24,512 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-15 04:40:24,648 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.943, mIoU: 0.658
2023-07-15 04:40:24,781 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.943, mIoU: 0.658
2023-07-15 04:40:24,917 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.943, mIoU: 0.658
2023-07-15 04:40:25,053 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.943, mIoU: 0.658
2023-07-15 04:40:25,185 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.943, mIoU: 0.658
2023-07-15 04:40:25,321 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.943, mIoU: 0.658
2023-07-15 04:40:25,458 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.943, mIoU: 0.658
2023-07-15 04:40:25,589 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.943, mIoU: 0.658
2023-07-15 04:40:25,722 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.943, mIoU: 0.658
2023-07-15 04:40:25,853 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.943, mIoU: 0.658
2023-07-15 04:40:25,986 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.943, mIoU: 0.658
2023-07-15 04:40:26,120 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.943, mIoU: 0.659
2023-07-15 04:40:26,253 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.943, mIoU: 0.659
2023-07-15 04:40:26,388 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.944, mIoU: 0.659
2023-07-15 04:40:26,523 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.943, mIoU: 0.659
2023-07-15 04:40:26,655 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.944, mIoU: 0.660
2023-07-15 04:40:26,786 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.944, mIoU: 0.660
2023-07-15 04:40:26,922 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.944, mIoU: 0.660
2023-07-15 04:40:27,053 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.944, mIoU: 0.660
2023-07-15 04:40:27,188 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.944, mIoU: 0.660
2023-07-15 04:40:27,323 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.944, mIoU: 0.660
2023-07-15 04:40:27,455 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.944, mIoU: 0.660
2023-07-15 04:40:27,589 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.944, mIoU: 0.660
2023-07-15 04:40:27,725 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.944, mIoU: 0.661
2023-07-15 04:40:27,857 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.944, mIoU: 0.660
2023-07-15 04:40:27,990 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.944, mIoU: 0.660
2023-07-15 04:40:28,126 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.944, mIoU: 0.660
2023-07-15 04:40:28,257 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.944, mIoU: 0.660
2023-07-15 04:40:28,390 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.944, mIoU: 0.660
2023-07-15 04:40:28,525 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.944, mIoU: 0.660
2023-07-15 04:40:28,661 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.944, mIoU: 0.660
2023-07-15 04:40:28,789 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.944, mIoU: 0.660
2023-07-15 04:40:28,923 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.944, mIoU: 0.660
2023-07-15 04:40:29,056 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.944, mIoU: 0.660
2023-07-15 04:40:29,187 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.944, mIoU: 0.660
2023-07-15 04:40:29,315 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.944, mIoU: 0.660
2023-07-15 04:40:29,447 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.944, mIoU: 0.660
2023-07-15 04:40:29,581 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.944, mIoU: 0.660
2023-07-15 04:40:29,709 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.944, mIoU: 0.660
2023-07-15 04:40:29,842 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.944, mIoU: 0.660
2023-07-15 04:40:29,978 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.944, mIoU: 0.660
2023-07-15 04:40:30,109 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.944, mIoU: 0.660
2023-07-15 04:40:30,241 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.944, mIoU: 0.660
2023-07-15 04:40:30,376 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.944, mIoU: 0.661
2023-07-15 04:40:30,507 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.944, mIoU: 0.661
2023-07-15 04:40:30,638 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.944, mIoU: 0.661
2023-07-15 04:40:30,771 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.944, mIoU: 0.661
2023-07-15 04:40:30,903 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.944, mIoU: 0.661
2023-07-15 04:40:31,038 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.944, mIoU: 0.661
2023-07-15 04:40:31,169 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.944, mIoU: 0.661
2023-07-15 04:40:31,313 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.944, mIoU: 0.661
2023-07-15 04:40:31,459 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.944, mIoU: 0.661
2023-07-15 04:40:31,603 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.944, mIoU: 0.661
2023-07-15 04:40:31,753 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.944, mIoU: 0.661
2023-07-15 04:40:31,899 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.945, mIoU: 0.661
2023-07-15 04:40:32,046 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.945, mIoU: 0.662
2023-07-15 04:40:32,190 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.945, mIoU: 0.661
2023-07-15 04:41:09,475 semantic_segmentation INFO: Iters: 39210/50000 || Lr: 0.005032 || Task Loss: 0.3673 || KD Loss: 0.1325|| 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, 15:36:52 || Estimated Time: 10:54:04
2023-07-15 04:41:46,504 semantic_segmentation INFO: Iters: 39220/50000 || Lr: 0.005027 || Task Loss: 0.3738 || KD Loss: 0.1218|| 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: 1 day, 15:37:29 || Estimated Time: 10:53:28
2023-07-15 04:42:23,488 semantic_segmentation INFO: Iters: 39230/50000 || Lr: 0.005023 || Task Loss: 0.2883 || KD Loss: 0.0975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:38:06 || Estimated Time: 10:52:52
2023-07-15 04:43:00,630 semantic_segmentation INFO: Iters: 39240/50000 || Lr: 0.005019 || Task Loss: 0.2087 || KD Loss: 0.0636|| 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: 1 day, 15:38:43 || Estimated Time: 10:52:15
2023-07-15 04:43:37,513 semantic_segmentation INFO: Iters: 39250/50000 || Lr: 0.005015 || Task Loss: 0.2694 || KD Loss: 0.0906|| 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 day, 15:39:20 || Estimated Time: 10:51:39
2023-07-15 04:44:14,151 semantic_segmentation INFO: Iters: 39260/50000 || Lr: 0.005011 || Task Loss: 0.2418 || KD Loss: 0.0831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:39:57 || Estimated Time: 10:51:03
2023-07-15 04:44:51,162 semantic_segmentation INFO: Iters: 39270/50000 || Lr: 0.005006 || Task Loss: 0.2843 || KD Loss: 0.1209|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:40:34 || Estimated Time: 10:50:27
2023-07-15 04:45:27,973 semantic_segmentation INFO: Iters: 39280/50000 || Lr: 0.005002 || Task Loss: 0.2942 || KD Loss: 0.0809|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:41:10 || Estimated Time: 10:49:50
2023-07-15 04:46:05,357 semantic_segmentation INFO: Iters: 39290/50000 || Lr: 0.004998 || Task Loss: 0.2577 || KD Loss: 0.0748|| 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: 1 day, 15:41:48 || Estimated Time: 10:49:14
2023-07-15 04:46:42,088 semantic_segmentation INFO: Iters: 39300/50000 || Lr: 0.004994 || Task Loss: 0.3116 || KD Loss: 0.0982|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:42:25 || Estimated Time: 10:48:38
2023-07-15 04:47:18,803 semantic_segmentation INFO: Iters: 39310/50000 || Lr: 0.004990 || Task Loss: 0.2593 || KD Loss: 0.1004|| 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 day, 15:43:01 || Estimated Time: 10:48:02
2023-07-15 04:47:55,849 semantic_segmentation INFO: Iters: 39320/50000 || Lr: 0.004985 || Task Loss: 0.2668 || KD Loss: 0.0741|| 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 day, 15:43:38 || Estimated Time: 10:47:26
2023-07-15 04:48:33,007 semantic_segmentation INFO: Iters: 39330/50000 || Lr: 0.004981 || Task Loss: 0.3296 || KD Loss: 0.1329|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:44:16 || Estimated Time: 10:46:49
2023-07-15 04:49:09,760 semantic_segmentation INFO: Iters: 39340/50000 || Lr: 0.004977 || Task Loss: 0.3103 || KD Loss: 0.1085|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:44:52 || Estimated Time: 10:46:13
2023-07-15 04:49:46,582 semantic_segmentation INFO: Iters: 39350/50000 || Lr: 0.004973 || Task Loss: 0.3278 || KD Loss: 0.1036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:45:29 || Estimated Time: 10:45:37
2023-07-15 04:50:23,702 semantic_segmentation INFO: Iters: 39360/50000 || Lr: 0.004969 || Task Loss: 0.2331 || KD Loss: 0.0791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:46:06 || Estimated Time: 10:45:01
2023-07-15 04:51:00,552 semantic_segmentation INFO: Iters: 39370/50000 || Lr: 0.004964 || Task Loss: 0.3908 || KD Loss: 0.1242|| 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: 1 day, 15:46:43 || Estimated Time: 10:44:24
2023-07-15 04:51:37,380 semantic_segmentation INFO: Iters: 39380/50000 || Lr: 0.004960 || Task Loss: 0.3148 || KD Loss: 0.1021|| 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 day, 15:47:20 || Estimated Time: 10:43:48
2023-07-15 04:52:14,108 semantic_segmentation INFO: Iters: 39390/50000 || Lr: 0.004956 || Task Loss: 0.2813 || KD Loss: 0.0839|| 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, 15:47:57 || Estimated Time: 10:43:12
2023-07-15 04:52:51,126 semantic_segmentation INFO: Iters: 39400/50000 || Lr: 0.004952 || Task Loss: 0.1999 || KD Loss: 0.0675|| 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: 1 day, 15:48:34 || Estimated Time: 10:42:36
2023-07-15 04:53:28,276 semantic_segmentation INFO: Iters: 39410/50000 || Lr: 0.004948 || Task Loss: 0.2746 || KD Loss: 0.0868|| 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: 1 day, 15:49:11 || Estimated Time: 10:42:00
2023-07-15 04:54:05,372 semantic_segmentation INFO: Iters: 39420/50000 || Lr: 0.004943 || Task Loss: 0.2727 || KD Loss: 0.0872|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:49:48 || Estimated Time: 10:41:23
2023-07-15 04:54:41,820 semantic_segmentation INFO: Iters: 39430/50000 || Lr: 0.004939 || Task Loss: 0.2258 || KD Loss: 0.0803|| 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: 1 day, 15:50:24 || Estimated Time: 10:40:47
2023-07-15 04:55:19,398 semantic_segmentation INFO: Iters: 39440/50000 || Lr: 0.004935 || Task Loss: 0.3183 || KD Loss: 0.1032|| 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: 1 day, 15:51:02 || Estimated Time: 10:40:11
2023-07-15 04:55:56,062 semantic_segmentation INFO: Iters: 39450/50000 || Lr: 0.004931 || Task Loss: 0.3179 || KD Loss: 0.0934|| 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: 1 day, 15:51:39 || Estimated Time: 10:39:35
2023-07-15 04:56:32,878 semantic_segmentation INFO: Iters: 39460/50000 || Lr: 0.004927 || Task Loss: 0.2007 || KD Loss: 0.0642|| 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: 1 day, 15:52:15 || Estimated Time: 10:38:58
2023-07-15 04:57:10,132 semantic_segmentation INFO: Iters: 39470/50000 || Lr: 0.004922 || Task Loss: 0.2553 || KD Loss: 0.0806|| 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: 1 day, 15:52:53 || Estimated Time: 10:38:22
2023-07-15 04:57:47,258 semantic_segmentation INFO: Iters: 39480/50000 || Lr: 0.004918 || Task Loss: 0.2795 || KD Loss: 0.0902|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:53:30 || Estimated Time: 10:37:46
2023-07-15 04:58:24,314 semantic_segmentation INFO: Iters: 39490/50000 || Lr: 0.004914 || Task Loss: 0.1739 || KD Loss: 0.0521|| 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 day, 15:54:07 || Estimated Time: 10:37:10
2023-07-15 04:59:01,004 semantic_segmentation INFO: Iters: 39500/50000 || Lr: 0.004910 || Task Loss: 0.1992 || KD Loss: 0.0777|| 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 day, 15:54:44 || Estimated Time: 10:36:34
2023-07-15 04:59:38,050 semantic_segmentation INFO: Iters: 39510/50000 || Lr: 0.004906 || Task Loss: 0.2490 || KD Loss: 0.0792|| 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: 1 day, 15:55:21 || Estimated Time: 10:35:57
2023-07-15 05:00:15,088 semantic_segmentation INFO: Iters: 39520/50000 || Lr: 0.004901 || Task Loss: 0.2960 || KD Loss: 0.0978|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:55:58 || Estimated Time: 10:35:21
2023-07-15 05:00:51,977 semantic_segmentation INFO: Iters: 39530/50000 || Lr: 0.004897 || Task Loss: 0.2850 || KD Loss: 0.0897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:56:34 || Estimated Time: 10:34:45
2023-07-15 05:01:28,621 semantic_segmentation INFO: Iters: 39540/50000 || Lr: 0.004893 || Task Loss: 0.1963 || KD Loss: 0.0656|| 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 day, 15:57:11 || Estimated Time: 10:34:09
2023-07-15 05:02:05,716 semantic_segmentation INFO: Iters: 39550/50000 || Lr: 0.004889 || Task Loss: 0.2170 || KD Loss: 0.0710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:57:48 || Estimated Time: 10:33:33
2023-07-15 05:02:42,754 semantic_segmentation INFO: Iters: 39560/50000 || Lr: 0.004885 || Task Loss: 0.3855 || KD Loss: 0.0988|| 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: 1 day, 15:58:25 || Estimated Time: 10:32:56
2023-07-15 05:03:19,433 semantic_segmentation INFO: Iters: 39570/50000 || Lr: 0.004880 || Task Loss: 0.2714 || KD Loss: 0.0793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 15:59:02 || Estimated Time: 10:32:20
2023-07-15 05:03:56,465 semantic_segmentation INFO: Iters: 39580/50000 || Lr: 0.004876 || Task Loss: 0.2533 || KD Loss: 0.0794|| 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 day, 15:59:39 || Estimated Time: 10:31:44
2023-07-15 05:04:33,274 semantic_segmentation INFO: Iters: 39590/50000 || Lr: 0.004872 || Task Loss: 0.2751 || KD Loss: 0.1175|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:00:16 || Estimated Time: 10:31:08
2023-07-15 05:05:10,012 semantic_segmentation INFO: Iters: 39600/50000 || Lr: 0.004868 || Task Loss: 0.2873 || KD Loss: 0.0831|| 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: 1 day, 16:00:53 || Estimated Time: 10:30:31
2023-07-15 05:05:47,230 semantic_segmentation INFO: Iters: 39610/50000 || Lr: 0.004863 || Task Loss: 0.2752 || KD Loss: 0.1200|| 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 day, 16:01:30 || Estimated Time: 10:29:55
2023-07-15 05:06:24,512 semantic_segmentation INFO: Iters: 39620/50000 || Lr: 0.004859 || Task Loss: 0.2959 || KD Loss: 0.1031|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:02:07 || Estimated Time: 10:29:19
2023-07-15 05:07:01,231 semantic_segmentation INFO: Iters: 39630/50000 || Lr: 0.004855 || Task Loss: 0.2549 || KD Loss: 0.0883|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0964|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:02:44 || Estimated Time: 10:28:43
2023-07-15 05:07:37,857 semantic_segmentation INFO: Iters: 39640/50000 || Lr: 0.004851 || Task Loss: 0.3215 || KD Loss: 0.0947|| 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: 1 day, 16:03:20 || Estimated Time: 10:28:06
2023-07-15 05:08:14,674 semantic_segmentation INFO: Iters: 39650/50000 || Lr: 0.004847 || Task Loss: 0.2440 || KD Loss: 0.0762|| 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: 1 day, 16:03:57 || Estimated Time: 10:27:30
2023-07-15 05:08:51,583 semantic_segmentation INFO: Iters: 39660/50000 || Lr: 0.004842 || Task Loss: 0.2789 || KD Loss: 0.1149|| 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: 1 day, 16:04:34 || Estimated Time: 10:26:54
2023-07-15 05:09:28,204 semantic_segmentation INFO: Iters: 39670/50000 || Lr: 0.004838 || Task Loss: 0.2748 || KD Loss: 0.1250|| 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 day, 16:05:11 || Estimated Time: 10:26:18
2023-07-15 05:10:05,097 semantic_segmentation INFO: Iters: 39680/50000 || Lr: 0.004834 || Task Loss: 0.2648 || KD Loss: 0.0796|| 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: 1 day, 16:05:48 || Estimated Time: 10:25:41
2023-07-15 05:10:42,501 semantic_segmentation INFO: Iters: 39690/50000 || Lr: 0.004830 || Task Loss: 0.2524 || KD Loss: 0.0925|| 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 day, 16:06:25 || Estimated Time: 10:25:05
2023-07-15 05:11:19,315 semantic_segmentation INFO: Iters: 39700/50000 || Lr: 0.004826 || Task Loss: 0.2114 || KD Loss: 0.0720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:07:02 || Estimated Time: 10:24:29
2023-07-15 05:11:56,161 semantic_segmentation INFO: Iters: 39710/50000 || Lr: 0.004821 || Task Loss: 0.3032 || KD Loss: 0.1032|| 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: 1 day, 16:07:39 || Estimated Time: 10:23:53
2023-07-15 05:12:33,468 semantic_segmentation INFO: Iters: 39720/50000 || Lr: 0.004817 || Task Loss: 0.2666 || KD Loss: 0.1052|| 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: 1 day, 16:08:16 || Estimated Time: 10:23:17
2023-07-15 05:13:10,219 semantic_segmentation INFO: Iters: 39730/50000 || Lr: 0.004813 || Task Loss: 0.2855 || KD Loss: 0.0818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:08:53 || Estimated Time: 10:22:40
2023-07-15 05:13:47,415 semantic_segmentation INFO: Iters: 39740/50000 || Lr: 0.004809 || Task Loss: 0.3100 || KD Loss: 0.1144|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:09:30 || Estimated Time: 10:22:04
2023-07-15 05:14:24,176 semantic_segmentation INFO: Iters: 39750/50000 || Lr: 0.004804 || Task Loss: 0.3498 || KD Loss: 0.1741|| 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 day, 16:10:07 || Estimated Time: 10:21:28
2023-07-15 05:15:00,830 semantic_segmentation INFO: Iters: 39760/50000 || Lr: 0.004800 || Task Loss: 0.2712 || KD Loss: 0.1260|| 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, 16:10:43 || Estimated Time: 10:20:52
2023-07-15 05:15:37,747 semantic_segmentation INFO: Iters: 39770/50000 || Lr: 0.004796 || Task Loss: 0.1796 || KD Loss: 0.0557|| 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 day, 16:11:20 || Estimated Time: 10:20:15
2023-07-15 05:16:14,938 semantic_segmentation INFO: Iters: 39780/50000 || Lr: 0.004792 || Task Loss: 0.2816 || KD Loss: 0.0992|| 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: 1 day, 16:11:57 || Estimated Time: 10:19:39
2023-07-15 05:16:51,655 semantic_segmentation INFO: Iters: 39790/50000 || Lr: 0.004788 || Task Loss: 0.2281 || KD Loss: 0.0911|| 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, 16:12:34 || Estimated Time: 10:19:03
2023-07-15 05:17:28,426 semantic_segmentation INFO: Iters: 39800/50000 || Lr: 0.004783 || Task Loss: 0.3931 || KD Loss: 0.0766|| 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: 1 day, 16:13:11 || Estimated Time: 10:18:27
2023-07-15 05:18:05,801 semantic_segmentation INFO: Iters: 39810/50000 || Lr: 0.004779 || Task Loss: 0.2447 || KD Loss: 0.0790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:13:48 || Estimated Time: 10:17:50
2023-07-15 05:18:42,482 semantic_segmentation INFO: Iters: 39820/50000 || Lr: 0.004775 || Task Loss: 0.2646 || KD Loss: 0.0833|| 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: 1 day, 16:14:25 || Estimated Time: 10:17:14
2023-07-15 05:19:19,200 semantic_segmentation INFO: Iters: 39830/50000 || Lr: 0.004771 || Task Loss: 0.2696 || KD Loss: 0.1259|| 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 day, 16:15:02 || Estimated Time: 10:16:38
2023-07-15 05:19:56,318 semantic_segmentation INFO: Iters: 39840/50000 || Lr: 0.004767 || Task Loss: 0.2767 || KD Loss: 0.0986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:15:39 || Estimated Time: 10:16:02
2023-07-15 05:20:33,398 semantic_segmentation INFO: Iters: 39850/50000 || Lr: 0.004762 || Task Loss: 0.2367 || KD Loss: 0.0954|| 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: 1 day, 16:16:16 || Estimated Time: 10:15:25
2023-07-15 05:21:10,417 semantic_segmentation INFO: Iters: 39860/50000 || Lr: 0.004758 || Task Loss: 0.2272 || KD Loss: 0.0824|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:16:53 || Estimated Time: 10:14:49
2023-07-15 05:21:47,105 semantic_segmentation INFO: Iters: 39870/50000 || Lr: 0.004754 || Task Loss: 0.1932 || KD Loss: 0.0612|| 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: 1 day, 16:17:30 || Estimated Time: 10:14:13
2023-07-15 05:22:24,256 semantic_segmentation INFO: Iters: 39880/50000 || Lr: 0.004750 || Task Loss: 0.3115 || KD Loss: 0.0884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:18:07 || Estimated Time: 10:13:37
2023-07-15 05:23:00,845 semantic_segmentation INFO: Iters: 39890/50000 || Lr: 0.004745 || Task Loss: 0.2661 || KD Loss: 0.0849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:18:43 || Estimated Time: 10:13:00
2023-07-15 05:23:37,967 semantic_segmentation INFO: Iters: 39900/50000 || Lr: 0.004741 || Task Loss: 0.3330 || KD Loss: 0.1754|| 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: 1 day, 16:19:20 || Estimated Time: 10:12:24
2023-07-15 05:24:14,921 semantic_segmentation INFO: Iters: 39910/50000 || Lr: 0.004737 || Task Loss: 0.3625 || KD Loss: 0.1240|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:19:57 || Estimated Time: 10:11:48
2023-07-15 05:24:51,543 semantic_segmentation INFO: Iters: 39920/50000 || Lr: 0.004733 || Task Loss: 0.4277 || KD Loss: 0.1240|| 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 day, 16:20:34 || Estimated Time: 10:11:12
2023-07-15 05:25:28,578 semantic_segmentation INFO: Iters: 39930/50000 || Lr: 0.004728 || Task Loss: 0.2888 || KD Loss: 0.0976|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:21:11 || Estimated Time: 10:10:35
2023-07-15 05:26:05,474 semantic_segmentation INFO: Iters: 39940/50000 || Lr: 0.004724 || Task Loss: 0.2605 || KD Loss: 0.0658|| 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 day, 16:21:48 || Estimated Time: 10:09:59
2023-07-15 05:26:42,355 semantic_segmentation INFO: Iters: 39950/50000 || Lr: 0.004720 || Task Loss: 0.2455 || KD Loss: 0.0707|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:22:25 || Estimated Time: 10:09:23
2023-07-15 05:27:19,592 semantic_segmentation INFO: Iters: 39960/50000 || Lr: 0.004716 || Task Loss: 0.3326 || KD Loss: 0.0919|| 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: 1 day, 16:23:02 || Estimated Time: 10:08:47
2023-07-15 05:27:56,142 semantic_segmentation INFO: Iters: 39970/50000 || Lr: 0.004712 || Task Loss: 0.3503 || KD Loss: 0.1124|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:23:39 || Estimated Time: 10:08:10
2023-07-15 05:28:33,168 semantic_segmentation INFO: Iters: 39980/50000 || Lr: 0.004707 || Task Loss: 0.2676 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:24:16 || Estimated Time: 10:07:34
2023-07-15 05:29:09,912 semantic_segmentation INFO: Iters: 39990/50000 || Lr: 0.004703 || Task Loss: 0.3796 || KD Loss: 0.1149|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:24:52 || Estimated Time: 10:06:58
2023-07-15 05:29:46,945 semantic_segmentation INFO: Iters: 40000/50000 || Lr: 0.004699 || Task Loss: 0.2279 || KD Loss: 0.0739|| 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: 1 day, 16:25:29 || Estimated Time: 10:06:22
2023-07-15 05:29:47,014 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-15 05:29:47,610 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.950, mIoU: 0.376
2023-07-15 05:29:47,773 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.962, mIoU: 0.461
2023-07-15 05:29:47,908 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.963, mIoU: 0.472
2023-07-15 05:29:48,042 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.963, mIoU: 0.504
2023-07-15 05:29:48,175 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.965, mIoU: 0.496
2023-07-15 05:29:48,312 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.964, mIoU: 0.499
2023-07-15 05:29:48,444 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.961, mIoU: 0.496
2023-07-15 05:29:48,580 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.961, mIoU: 0.522
2023-07-15 05:29:48,717 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.961, mIoU: 0.567
2023-07-15 05:29:48,850 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.957, mIoU: 0.589
2023-07-15 05:29:48,987 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.953, mIoU: 0.592
2023-07-15 05:29:49,122 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.949, mIoU: 0.601
2023-07-15 05:29:49,256 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.949, mIoU: 0.617
2023-07-15 05:29:49,393 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.948, mIoU: 0.618
2023-07-15 05:29:49,530 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.948, mIoU: 0.623
2023-07-15 05:29:49,664 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.946, mIoU: 0.614
2023-07-15 05:29:49,801 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.945, mIoU: 0.614
2023-07-15 05:29:49,938 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.945, mIoU: 0.613
2023-07-15 05:29:50,075 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.945, mIoU: 0.619
2023-07-15 05:29:50,214 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.946, mIoU: 0.626
2023-07-15 05:29:50,355 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.946, mIoU: 0.628
2023-07-15 05:29:50,489 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.942, mIoU: 0.633
2023-07-15 05:29:50,625 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.943, mIoU: 0.636
2023-07-15 05:29:50,761 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.942, mIoU: 0.644
2023-07-15 05:29:50,896 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.942, mIoU: 0.659
2023-07-15 05:29:51,037 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.942, mIoU: 0.662
2023-07-15 05:29:51,174 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.941, mIoU: 0.652
2023-07-15 05:29:51,307 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.940, mIoU: 0.647
2023-07-15 05:29:51,444 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.939, mIoU: 0.650
2023-07-15 05:29:51,581 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-15 05:29:51,714 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.938, mIoU: 0.654
2023-07-15 05:29:51,851 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.938, mIoU: 0.654
2023-07-15 05:29:51,989 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-15 05:29:52,121 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.939, mIoU: 0.655
2023-07-15 05:29:52,258 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.939, mIoU: 0.657
2023-07-15 05:29:52,394 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.939, mIoU: 0.655
2023-07-15 05:29:52,527 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.939, mIoU: 0.652
2023-07-15 05:29:52,663 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.938, mIoU: 0.651
2023-07-15 05:29:52,799 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.937, mIoU: 0.645
2023-07-15 05:29:52,930 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.938, mIoU: 0.646
2023-07-15 05:29:53,066 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.938, mIoU: 0.645
2023-07-15 05:29:53,203 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.939, mIoU: 0.645
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2023-07-15 05:29:53,736 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.940, mIoU: 0.643
2023-07-15 05:29:53,871 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.940, mIoU: 0.644
2023-07-15 05:29:54,005 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.941, mIoU: 0.643
2023-07-15 05:29:54,138 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.941, mIoU: 0.649
2023-07-15 05:29:54,271 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.941, mIoU: 0.652
2023-07-15 05:29:54,407 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.940, mIoU: 0.651
2023-07-15 05:29:54,541 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.940, mIoU: 0.656
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2023-07-15 05:29:54,941 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.938, mIoU: 0.656
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2023-07-15 05:29:55,346 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.938, mIoU: 0.663
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2023-07-15 05:29:55,618 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.938, mIoU: 0.664
2023-07-15 05:29:55,757 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.938, mIoU: 0.667
2023-07-15 05:29:55,894 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.938, mIoU: 0.669
2023-07-15 05:29:56,030 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.938, mIoU: 0.668
2023-07-15 05:29:56,168 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.938, mIoU: 0.672
2023-07-15 05:29:56,306 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.938, mIoU: 0.674
2023-07-15 05:29:56,445 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.937, mIoU: 0.674
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2023-07-15 05:29:56,860 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.936, mIoU: 0.672
2023-07-15 05:29:56,999 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.937, mIoU: 0.673
2023-07-15 05:29:57,132 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.937, mIoU: 0.673
2023-07-15 05:29:57,267 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.937, mIoU: 0.672
2023-07-15 05:29:57,401 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.938, mIoU: 0.671
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2023-07-15 05:29:58,341 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.937, mIoU: 0.671
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2023-07-15 05:29:59,012 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.934, mIoU: 0.667
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2023-07-15 05:29:59,682 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.935, mIoU: 0.666
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2023-07-15 05:29:59,949 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.934, mIoU: 0.659
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2023-07-15 05:30:00,351 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.935, mIoU: 0.660
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2023-07-15 05:30:01,152 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.933, mIoU: 0.659
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2023-07-15 05:30:19,673 semantic_segmentation INFO: Sample: 239, Validation pixAcc: 0.937, mIoU: 0.652
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2023-07-15 05:30:46,538 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.943, mIoU: 0.663
2023-07-15 05:30:46,674 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.943, mIoU: 0.663
2023-07-15 05:30:46,807 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.943, mIoU: 0.663
2023-07-15 05:30:46,942 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.943, mIoU: 0.663
2023-07-15 05:30:47,077 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.943, mIoU: 0.663
2023-07-15 05:30:47,209 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.943, mIoU: 0.662
2023-07-15 05:30:47,344 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.943, mIoU: 0.663
2023-07-15 05:30:47,481 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.943, mIoU: 0.663
2023-07-15 05:30:47,612 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.943, mIoU: 0.663
2023-07-15 05:30:47,748 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.944, mIoU: 0.663
2023-07-15 05:30:47,884 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.944, mIoU: 0.663
2023-07-15 05:30:48,015 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.944, mIoU: 0.663
2023-07-15 05:30:48,151 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.944, mIoU: 0.663
2023-07-15 05:30:48,286 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.944, mIoU: 0.663
2023-07-15 05:30:48,419 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.944, mIoU: 0.663
2023-07-15 05:30:48,555 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.944, mIoU: 0.663
2023-07-15 05:30:48,691 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.944, mIoU: 0.663
2023-07-15 05:30:48,822 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.944, mIoU: 0.663
2023-07-15 05:30:48,957 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.944, mIoU: 0.664
2023-07-15 05:30:49,093 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.944, mIoU: 0.664
2023-07-15 05:30:49,225 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 05:30:49,359 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 05:30:49,495 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 05:30:49,623 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 05:30:49,756 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 05:30:49,891 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 05:30:50,024 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 05:30:50,162 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 05:30:50,301 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 05:30:50,442 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-15 05:30:50,583 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-15 05:30:50,722 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 05:30:50,862 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 05:30:51,000 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 05:30:51,139 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 05:30:51,276 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 05:30:51,413 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 05:30:51,550 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 05:30:51,683 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 05:30:51,821 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 05:30:51,958 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 05:30:52,093 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.945, mIoU: 0.665
2023-07-15 05:30:52,231 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.945, mIoU: 0.665
2023-07-15 05:30:52,369 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.945, mIoU: 0.665
2023-07-15 05:30:52,505 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.945, mIoU: 0.665
2023-07-15 05:30:52,641 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.945, mIoU: 0.665
2023-07-15 05:30:52,779 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.945, mIoU: 0.665
2023-07-15 05:30:52,915 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-15 05:30:53,051 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.945, mIoU: 0.665
2023-07-15 05:30:53,187 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.945, mIoU: 0.665
2023-07-15 05:30:53,322 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-15 05:30:53,458 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-15 05:30:53,595 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-15 05:30:53,730 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-15 05:30:53,866 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-15 05:30:54,003 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-15 05:30:54,138 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-15 05:30:54,274 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-15 05:30:54,411 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-15 05:30:54,547 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-15 05:30:54,685 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-15 05:30:54,822 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-15 05:30:54,955 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-15 05:30:55,088 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-15 05:31:31,839 semantic_segmentation INFO: Iters: 40010/50000 || Lr: 0.004695 || Task Loss: 0.2451 || KD Loss: 0.0648|| 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: 1 day, 16:27:14 || Estimated Time: 10:06:02
2023-07-15 05:32:09,041 semantic_segmentation INFO: Iters: 40020/50000 || Lr: 0.004690 || Task Loss: 0.2745 || KD Loss: 0.0959|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:27:52 || Estimated Time: 10:05:26
2023-07-15 05:32:45,770 semantic_segmentation INFO: Iters: 40030/50000 || Lr: 0.004686 || Task Loss: 0.3007 || KD Loss: 0.0828|| 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: 1 day, 16:28:28 || Estimated Time: 10:04:50
2023-07-15 05:33:22,277 semantic_segmentation INFO: Iters: 40040/50000 || Lr: 0.004682 || Task Loss: 0.2990 || KD Loss: 0.0838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:29:05 || Estimated Time: 10:04:13
2023-07-15 05:33:59,351 semantic_segmentation INFO: Iters: 40050/50000 || Lr: 0.004678 || Task Loss: 0.2539 || KD Loss: 0.1069|| 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 day, 16:29:42 || Estimated Time: 10:03:37
2023-07-15 05:34:35,950 semantic_segmentation INFO: Iters: 40060/50000 || Lr: 0.004674 || Task Loss: 0.2890 || KD Loss: 0.0964|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 10:03:01
2023-07-15 05:35:12,867 semantic_segmentation INFO: Iters: 40070/50000 || Lr: 0.004669 || Task Loss: 0.2009 || KD Loss: 0.0685|| 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 day, 16:30:55 || Estimated Time: 10:02:25
2023-07-15 05:35:50,103 semantic_segmentation INFO: Iters: 40080/50000 || Lr: 0.004665 || Task Loss: 0.3581 || KD Loss: 0.1314|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:31:33 || Estimated Time: 10:01:48
2023-07-15 05:36:27,191 semantic_segmentation INFO: Iters: 40090/50000 || Lr: 0.004661 || Task Loss: 0.2633 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:32:10 || Estimated Time: 10:01:12
2023-07-15 05:37:03,958 semantic_segmentation INFO: Iters: 40100/50000 || Lr: 0.004657 || Task Loss: 0.2108 || KD Loss: 0.0608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:32:46 || Estimated Time: 10:00:36
2023-07-15 05:37:40,857 semantic_segmentation INFO: Iters: 40110/50000 || Lr: 0.004652 || Task Loss: 0.2887 || KD Loss: 0.0898|| 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 day, 16:33:23 || Estimated Time: 10:00:00
2023-07-15 05:38:17,788 semantic_segmentation INFO: Iters: 40120/50000 || Lr: 0.004648 || Task Loss: 0.2478 || KD Loss: 0.0656|| 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 day, 16:34:00 || Estimated Time: 9:59:23
2023-07-15 05:38:54,562 semantic_segmentation INFO: Iters: 40130/50000 || Lr: 0.004644 || Task Loss: 0.2457 || KD Loss: 0.0758|| 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: 1 day, 16:34:37 || Estimated Time: 9:58:47
2023-07-15 05:39:31,204 semantic_segmentation INFO: Iters: 40140/50000 || Lr: 0.004640 || Task Loss: 0.5573 || KD Loss: 0.2024|| 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: 1 day, 16:35:14 || Estimated Time: 9:58:11
2023-07-15 05:40:08,130 semantic_segmentation INFO: Iters: 40150/50000 || Lr: 0.004635 || Task Loss: 0.2720 || KD Loss: 0.0919|| 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: 1 day, 16:35:51 || Estimated Time: 9:57:34
2023-07-15 05:40:44,914 semantic_segmentation INFO: Iters: 40160/50000 || Lr: 0.004631 || Task Loss: 0.2362 || KD Loss: 0.0696|| 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, 16:36:27 || Estimated Time: 9:56:58
2023-07-15 05:41:21,704 semantic_segmentation INFO: Iters: 40170/50000 || Lr: 0.004627 || Task Loss: 0.2739 || KD Loss: 0.0827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:37:04 || Estimated Time: 9:56:22
2023-07-15 05:41:58,931 semantic_segmentation INFO: Iters: 40180/50000 || Lr: 0.004623 || Task Loss: 0.2689 || KD Loss: 0.0923|| 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: 1 day, 16:37:41 || Estimated Time: 9:55:46
2023-07-15 05:42:35,703 semantic_segmentation INFO: Iters: 40190/50000 || Lr: 0.004618 || Task Loss: 0.3163 || KD Loss: 0.0772|| 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: 1 day, 16:38:18 || Estimated Time: 9:55:09
2023-07-15 05:43:12,396 semantic_segmentation INFO: Iters: 40200/50000 || Lr: 0.004614 || Task Loss: 0.2452 || KD Loss: 0.0583|| 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: 1 day, 16:38:55 || Estimated Time: 9:54:33
2023-07-15 05:43:49,516 semantic_segmentation INFO: Iters: 40210/50000 || Lr: 0.004610 || Task Loss: 0.2584 || KD Loss: 0.0805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:39:32 || Estimated Time: 9:53:57
2023-07-15 05:44:26,494 semantic_segmentation INFO: Iters: 40220/50000 || Lr: 0.004606 || Task Loss: 0.3136 || KD Loss: 0.0854|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:40:09 || Estimated Time: 9:53:20
2023-07-15 05:45:03,211 semantic_segmentation INFO: Iters: 40230/50000 || Lr: 0.004602 || Task Loss: 0.3026 || KD Loss: 0.0904|| 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: 1 day, 16:40:46 || Estimated Time: 9:52:44
2023-07-15 05:45:40,247 semantic_segmentation INFO: Iters: 40240/50000 || Lr: 0.004597 || Task Loss: 0.2280 || KD Loss: 0.0658|| 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 day, 16:41:23 || Estimated Time: 9:52:08
2023-07-15 05:46:16,971 semantic_segmentation INFO: Iters: 40250/50000 || Lr: 0.004593 || Task Loss: 0.3105 || KD Loss: 0.0897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:41:59 || Estimated Time: 9:51:32
2023-07-15 05:46:53,802 semantic_segmentation INFO: Iters: 40260/50000 || Lr: 0.004589 || Task Loss: 0.3357 || KD Loss: 0.1121|| 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: 1 day, 16:42:36 || Estimated Time: 9:50:55
2023-07-15 05:47:31,050 semantic_segmentation INFO: Iters: 40270/50000 || Lr: 0.004585 || Task Loss: 0.2807 || KD Loss: 0.0908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:43:14 || Estimated Time: 9:50:19
2023-07-15 05:48:07,386 semantic_segmentation INFO: Iters: 40280/50000 || Lr: 0.004580 || Task Loss: 0.2992 || KD Loss: 0.0693|| 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 day, 16:43:50 || Estimated Time: 9:49:43
2023-07-15 05:48:44,261 semantic_segmentation INFO: Iters: 40290/50000 || Lr: 0.004576 || Task Loss: 0.2838 || KD Loss: 0.0892|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:44:27 || Estimated Time: 9:49:06
2023-07-15 05:49:21,082 semantic_segmentation INFO: Iters: 40300/50000 || Lr: 0.004572 || Task Loss: 0.2382 || KD Loss: 0.0631|| 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: 1 day, 16:45:04 || Estimated Time: 9:48:30
2023-07-15 05:49:57,864 semantic_segmentation INFO: Iters: 40310/50000 || Lr: 0.004568 || Task Loss: 0.3186 || KD Loss: 0.0833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:45:40 || Estimated Time: 9:47:54
2023-07-15 05:50:34,789 semantic_segmentation INFO: Iters: 40320/50000 || Lr: 0.004563 || Task Loss: 0.1978 || KD Loss: 0.0675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:46:17 || Estimated Time: 9:47:18
2023-07-15 05:51:11,486 semantic_segmentation INFO: Iters: 40330/50000 || Lr: 0.004559 || Task Loss: 0.2684 || KD Loss: 0.0710|| 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 day, 16:46:54 || Estimated Time: 9:46:41
2023-07-15 05:51:48,481 semantic_segmentation INFO: Iters: 40340/50000 || Lr: 0.004555 || Task Loss: 0.3250 || KD Loss: 0.0876|| 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: 1 day, 16:47:31 || Estimated Time: 9:46:05
2023-07-15 05:52:25,205 semantic_segmentation INFO: Iters: 40350/50000 || Lr: 0.004551 || Task Loss: 0.1888 || KD Loss: 0.0751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:48:08 || Estimated Time: 9:45:29
2023-07-15 05:53:01,808 semantic_segmentation INFO: Iters: 40360/50000 || Lr: 0.004546 || Task Loss: 0.3690 || KD Loss: 0.1276|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:48:44 || Estimated Time: 9:44:52
2023-07-15 05:53:38,500 semantic_segmentation INFO: Iters: 40370/50000 || Lr: 0.004542 || Task Loss: 0.2921 || KD Loss: 0.0920|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1156|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:49:21 || Estimated Time: 9:44:16
2023-07-15 05:54:15,501 semantic_segmentation INFO: Iters: 40380/50000 || Lr: 0.004538 || Task Loss: 0.2746 || KD Loss: 0.0813|| 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: 1 day, 16:49:58 || Estimated Time: 9:43:40
2023-07-15 05:54:52,265 semantic_segmentation INFO: Iters: 40390/50000 || Lr: 0.004534 || Task Loss: 0.2572 || KD Loss: 0.0907|| 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 day, 16:50:35 || Estimated Time: 9:43:03
2023-07-15 05:55:29,349 semantic_segmentation INFO: Iters: 40400/50000 || Lr: 0.004529 || Task Loss: 0.2504 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:51:12 || Estimated Time: 9:42:27
2023-07-15 05:56:06,019 semantic_segmentation INFO: Iters: 40410/50000 || Lr: 0.004525 || Task Loss: 0.3111 || KD Loss: 0.1112|| 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: 1 day, 16:51:49 || Estimated Time: 9:41:51
2023-07-15 05:56:43,288 semantic_segmentation INFO: Iters: 40420/50000 || Lr: 0.004521 || Task Loss: 0.3032 || KD Loss: 0.0975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:52:26 || Estimated Time: 9:41:15
2023-07-15 05:57:20,205 semantic_segmentation INFO: Iters: 40430/50000 || Lr: 0.004517 || Task Loss: 0.1862 || KD Loss: 0.0680|| 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: 1 day, 16:53:03 || Estimated Time: 9:40:38
2023-07-15 05:57:57,127 semantic_segmentation INFO: Iters: 40440/50000 || Lr: 0.004512 || Task Loss: 0.2946 || KD Loss: 0.0921|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:53:40 || Estimated Time: 9:40:02
2023-07-15 05:58:33,420 semantic_segmentation INFO: Iters: 40450/50000 || Lr: 0.004508 || Task Loss: 0.2255 || KD Loss: 0.0807|| 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, 16:54:16 || Estimated Time: 9:39:26
2023-07-15 05:59:10,243 semantic_segmentation INFO: Iters: 40460/50000 || Lr: 0.004504 || Task Loss: 0.2844 || KD Loss: 0.0908|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:54:53 || Estimated Time: 9:38:49
2023-07-15 05:59:47,018 semantic_segmentation INFO: Iters: 40470/50000 || Lr: 0.004500 || Task Loss: 0.2423 || KD Loss: 0.0843|| 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: 1 day, 16:55:30 || Estimated Time: 9:38:13
2023-07-15 06:00:24,094 semantic_segmentation INFO: Iters: 40480/50000 || Lr: 0.004495 || Task Loss: 0.2282 || KD Loss: 0.0576|| 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 day, 16:56:07 || Estimated Time: 9:37:37
2023-07-15 06:01:00,591 semantic_segmentation INFO: Iters: 40490/50000 || Lr: 0.004491 || Task Loss: 0.3104 || KD Loss: 0.0829|| 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: 1 day, 16:56:43 || Estimated Time: 9:37:00
2023-07-15 06:01:37,583 semantic_segmentation INFO: Iters: 40500/50000 || Lr: 0.004487 || Task Loss: 0.2635 || KD Loss: 0.0781|| 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: 1 day, 16:57:20 || Estimated Time: 9:36:24
2023-07-15 06:02:14,427 semantic_segmentation INFO: Iters: 40510/50000 || Lr: 0.004483 || Task Loss: 0.2701 || KD Loss: 0.0776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:57:57 || Estimated Time: 9:35:48
2023-07-15 06:02:51,269 semantic_segmentation INFO: Iters: 40520/50000 || Lr: 0.004478 || Task Loss: 0.2684 || KD Loss: 0.1044|| 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 day, 16:58:34 || Estimated Time: 9:35:11
2023-07-15 06:03:28,335 semantic_segmentation INFO: Iters: 40530/50000 || Lr: 0.004474 || Task Loss: 0.2712 || KD Loss: 0.0905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 16:59:11 || Estimated Time: 9:34:35
2023-07-15 06:04:05,219 semantic_segmentation INFO: Iters: 40540/50000 || Lr: 0.004470 || Task Loss: 0.3219 || KD Loss: 0.0989|| 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: 1 day, 16:59:48 || Estimated Time: 9:33:59
2023-07-15 06:04:42,112 semantic_segmentation INFO: Iters: 40550/50000 || Lr: 0.004466 || Task Loss: 0.2534 || KD Loss: 0.0791|| 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: 1 day, 17:00:25 || Estimated Time: 9:33:23
2023-07-15 06:05:19,091 semantic_segmentation INFO: Iters: 40560/50000 || Lr: 0.004461 || Task Loss: 0.2826 || KD Loss: 0.0849|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:01:02 || Estimated Time: 9:32:46
2023-07-15 06:05:55,682 semantic_segmentation INFO: Iters: 40570/50000 || Lr: 0.004457 || Task Loss: 0.2731 || KD Loss: 0.0881|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:01:38 || Estimated Time: 9:32:10
2023-07-15 06:06:32,440 semantic_segmentation INFO: Iters: 40580/50000 || Lr: 0.004453 || Task Loss: 0.4356 || KD Loss: 0.2041|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:02:15 || Estimated Time: 9:31:34
2023-07-15 06:07:09,292 semantic_segmentation INFO: Iters: 40590/50000 || Lr: 0.004449 || Task Loss: 0.3362 || KD Loss: 0.1051|| 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: 1 day, 17:02:52 || Estimated Time: 9:30:57
2023-07-15 06:07:46,459 semantic_segmentation INFO: Iters: 40600/50000 || Lr: 0.004444 || Task Loss: 0.2710 || KD Loss: 0.1030|| 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: 1 day, 17:03:29 || Estimated Time: 9:30:21
2023-07-15 06:08:23,161 semantic_segmentation INFO: Iters: 40610/50000 || Lr: 0.004440 || Task Loss: 0.2393 || KD Loss: 0.0896|| 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 day, 17:04:06 || Estimated Time: 9:29:45
2023-07-15 06:09:00,059 semantic_segmentation INFO: Iters: 40620/50000 || Lr: 0.004436 || Task Loss: 0.2582 || KD Loss: 0.0755|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:04:43 || Estimated Time: 9:29:08
2023-07-15 06:09:36,977 semantic_segmentation INFO: Iters: 40630/50000 || Lr: 0.004432 || Task Loss: 0.2497 || KD Loss: 0.0836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:05:19 || Estimated Time: 9:28:32
2023-07-15 06:10:13,483 semantic_segmentation INFO: Iters: 40640/50000 || Lr: 0.004427 || Task Loss: 0.3262 || KD Loss: 0.0926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:05:56 || Estimated Time: 9:27:56
2023-07-15 06:10:50,617 semantic_segmentation INFO: Iters: 40650/50000 || Lr: 0.004423 || Task Loss: 0.2604 || KD Loss: 0.0712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:06:33 || Estimated Time: 9:27:20
2023-07-15 06:11:27,471 semantic_segmentation INFO: Iters: 40660/50000 || Lr: 0.004419 || Task Loss: 0.2599 || KD Loss: 0.0692|| 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 day, 17:07:10 || Estimated Time: 9:26:43
2023-07-15 06:12:04,242 semantic_segmentation INFO: Iters: 40670/50000 || Lr: 0.004415 || Task Loss: 0.2387 || KD Loss: 0.0677|| 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 day, 17:07:47 || Estimated Time: 9:26:07
2023-07-15 06:12:40,905 semantic_segmentation INFO: Iters: 40680/50000 || Lr: 0.004410 || Task Loss: 0.2798 || KD Loss: 0.0763|| 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 day, 17:08:23 || Estimated Time: 9:25:31
2023-07-15 06:13:17,861 semantic_segmentation INFO: Iters: 40690/50000 || Lr: 0.004406 || Task Loss: 0.3786 || KD Loss: 0.1176|| 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: 1 day, 17:09:00 || Estimated Time: 9:24:54
2023-07-15 06:13:54,519 semantic_segmentation INFO: Iters: 40700/50000 || Lr: 0.004402 || Task Loss: 0.3061 || KD Loss: 0.0980|| 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: 1 day, 17:09:37 || Estimated Time: 9:24:18
2023-07-15 06:14:31,544 semantic_segmentation INFO: Iters: 40710/50000 || Lr: 0.004398 || Task Loss: 0.2758 || KD Loss: 0.0695|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:10:14 || Estimated Time: 9:23:42
2023-07-15 06:15:08,429 semantic_segmentation INFO: Iters: 40720/50000 || Lr: 0.004393 || Task Loss: 0.3851 || KD Loss: 0.1140|| 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 day, 17:10:51 || Estimated Time: 9:23:05
2023-07-15 06:15:45,190 semantic_segmentation INFO: Iters: 40730/50000 || Lr: 0.004389 || Task Loss: 0.2993 || KD Loss: 0.0852|| 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: 1 day, 17:11:28 || Estimated Time: 9:22:29
2023-07-15 06:16:22,185 semantic_segmentation INFO: Iters: 40740/50000 || Lr: 0.004385 || Task Loss: 0.2639 || KD Loss: 0.0906|| 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: 1 day, 17:12:05 || Estimated Time: 9:21:53
2023-07-15 06:16:59,119 semantic_segmentation INFO: Iters: 40750/50000 || Lr: 0.004381 || Task Loss: 0.2897 || KD Loss: 0.1026|| 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 day, 17:12:42 || Estimated Time: 9:21:17
2023-07-15 06:17:35,862 semantic_segmentation INFO: Iters: 40760/50000 || Lr: 0.004376 || Task Loss: 0.5256 || KD Loss: 0.1708|| 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: 1 day, 17:13:18 || Estimated Time: 9:20:40
2023-07-15 06:18:12,972 semantic_segmentation INFO: Iters: 40770/50000 || Lr: 0.004372 || Task Loss: 0.2874 || KD Loss: 0.1437|| 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: 1 day, 17:13:55 || Estimated Time: 9:20:04
2023-07-15 06:18:49,790 semantic_segmentation INFO: Iters: 40780/50000 || Lr: 0.004368 || Task Loss: 0.2846 || KD Loss: 0.0875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:14:32 || Estimated Time: 9:19:28
2023-07-15 06:19:26,502 semantic_segmentation INFO: Iters: 40790/50000 || Lr: 0.004363 || Task Loss: 0.2458 || KD Loss: 0.0725|| 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: 1 day, 17:15:09 || Estimated Time: 9:18:51
2023-07-15 06:20:03,107 semantic_segmentation INFO: Iters: 40800/50000 || Lr: 0.004359 || Task Loss: 0.1949 || KD Loss: 0.0559|| 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 day, 17:15:46 || Estimated Time: 9:18:15
2023-07-15 06:20:03,182 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-15 06:20:03,934 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.958, mIoU: 0.385
2023-07-15 06:20:04,065 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.965, mIoU: 0.456
2023-07-15 06:20:04,199 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.966, mIoU: 0.468
2023-07-15 06:20:04,334 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.505
2023-07-15 06:20:04,463 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.966, mIoU: 0.497
2023-07-15 06:20:04,597 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.966, mIoU: 0.499
2023-07-15 06:20:04,732 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.497
2023-07-15 06:20:04,865 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.526
2023-07-15 06:20:05,001 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.567
2023-07-15 06:20:05,138 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.958, mIoU: 0.600
2023-07-15 06:20:05,270 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.956, mIoU: 0.606
2023-07-15 06:20:05,406 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.952, mIoU: 0.617
2023-07-15 06:20:05,542 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.951, mIoU: 0.625
2023-07-15 06:20:05,676 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.949, mIoU: 0.618
2023-07-15 06:20:05,813 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.949, mIoU: 0.623
2023-07-15 06:20:05,949 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.947, mIoU: 0.613
2023-07-15 06:20:06,081 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.946, mIoU: 0.616
2023-07-15 06:20:06,218 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.945, mIoU: 0.616
2023-07-15 06:20:06,354 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.945, mIoU: 0.621
2023-07-15 06:20:06,487 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.944, mIoU: 0.627
2023-07-15 06:20:06,623 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.945, mIoU: 0.629
2023-07-15 06:20:06,760 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.941, mIoU: 0.633
2023-07-15 06:20:06,892 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.941, mIoU: 0.635
2023-07-15 06:20:07,025 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.941, mIoU: 0.641
2023-07-15 06:20:07,156 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.940, mIoU: 0.650
2023-07-15 06:20:07,297 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 06:20:07,439 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.939, mIoU: 0.647
2023-07-15 06:20:07,579 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.938, mIoU: 0.643
2023-07-15 06:20:07,720 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.938, mIoU: 0.646
2023-07-15 06:20:07,860 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.937, mIoU: 0.649
2023-07-15 06:20:08,000 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.937, mIoU: 0.648
2023-07-15 06:20:08,140 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.937, mIoU: 0.647
2023-07-15 06:20:08,278 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.938, mIoU: 0.649
2023-07-15 06:20:08,416 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.938, mIoU: 0.648
2023-07-15 06:20:08,552 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.937, mIoU: 0.650
2023-07-15 06:20:08,688 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.937, mIoU: 0.648
2023-07-15 06:20:08,824 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.937, mIoU: 0.645
2023-07-15 06:20:08,958 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.937, mIoU: 0.645
2023-07-15 06:20:09,094 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.936, mIoU: 0.640
2023-07-15 06:20:09,231 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.937, mIoU: 0.641
2023-07-15 06:20:09,366 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.937, mIoU: 0.642
2023-07-15 06:20:09,503 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.938, mIoU: 0.642
2023-07-15 06:20:09,639 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.938, mIoU: 0.642
2023-07-15 06:20:09,773 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.939, mIoU: 0.642
2023-07-15 06:20:09,910 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.939, mIoU: 0.640
2023-07-15 06:20:10,046 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.939, mIoU: 0.641
2023-07-15 06:20:10,179 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.940, mIoU: 0.641
2023-07-15 06:20:10,316 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.940, mIoU: 0.641
2023-07-15 06:20:10,453 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.941, mIoU: 0.647
2023-07-15 06:20:10,587 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.940, mIoU: 0.649
2023-07-15 06:20:10,724 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.940, mIoU: 0.649
2023-07-15 06:20:10,860 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.940, mIoU: 0.655
2023-07-15 06:20:10,992 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.939, mIoU: 0.655
2023-07-15 06:20:11,126 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-15 06:20:11,264 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.937, mIoU: 0.654
2023-07-15 06:20:11,398 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.936, mIoU: 0.650
2023-07-15 06:20:11,531 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.937, mIoU: 0.650
2023-07-15 06:20:11,664 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.937, mIoU: 0.656
2023-07-15 06:20:11,798 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.937, mIoU: 0.659
2023-07-15 06:20:11,932 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.937, mIoU: 0.657
2023-07-15 06:20:12,063 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.937, mIoU: 0.661
2023-07-15 06:20:12,199 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.936, mIoU: 0.663
2023-07-15 06:20:12,333 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.936, mIoU: 0.659
2023-07-15 06:20:12,466 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.936, mIoU: 0.662
2023-07-15 06:20:12,601 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.936, mIoU: 0.666
2023-07-15 06:20:12,736 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.936, mIoU: 0.666
2023-07-15 06:20:12,869 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.935, mIoU: 0.664
2023-07-15 06:20:13,005 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.934, mIoU: 0.664
2023-07-15 06:20:13,140 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.934, mIoU: 0.663
2023-07-15 06:20:13,272 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.935, mIoU: 0.663
2023-07-15 06:20:13,408 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.935, mIoU: 0.663
2023-07-15 06:20:13,545 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.935, mIoU: 0.662
2023-07-15 06:20:13,678 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.935, mIoU: 0.660
2023-07-15 06:20:13,813 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.936, mIoU: 0.660
2023-07-15 06:20:13,948 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.936, mIoU: 0.661
2023-07-15 06:20:14,082 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.936, mIoU: 0.659
2023-07-15 06:20:14,214 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.936, mIoU: 0.660
2023-07-15 06:20:14,347 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.936, mIoU: 0.659
2023-07-15 06:20:14,478 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.936, mIoU: 0.659
2023-07-15 06:20:14,613 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.936, mIoU: 0.660
2023-07-15 06:20:14,749 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.935, mIoU: 0.662
2023-07-15 06:20:14,882 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.936, mIoU: 0.662
2023-07-15 06:20:15,018 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.935, mIoU: 0.661
2023-07-15 06:20:15,154 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.934, mIoU: 0.660
2023-07-15 06:20:15,286 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.932, mIoU: 0.655
2023-07-15 06:20:15,419 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.932, mIoU: 0.655
2023-07-15 06:20:15,560 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.932, mIoU: 0.656
2023-07-15 06:20:15,696 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.932, mIoU: 0.655
2023-07-15 06:20:15,832 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.932, mIoU: 0.655
2023-07-15 06:20:15,963 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.933, mIoU: 0.654
2023-07-15 06:20:16,109 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.933, mIoU: 0.655
2023-07-15 06:20:16,253 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.932, mIoU: 0.652
2023-07-15 06:20:16,392 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.932, mIoU: 0.652
2023-07-15 06:20:16,533 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.932, mIoU: 0.652
2023-07-15 06:20:16,674 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.933, mIoU: 0.652
2023-07-15 06:20:16,811 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.933, mIoU: 0.652
2023-07-15 06:20:16,949 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.933, mIoU: 0.653
2023-07-15 06:20:17,084 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.933, mIoU: 0.653
2023-07-15 06:20:17,220 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.933, mIoU: 0.654
2023-07-15 06:20:17,356 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.933, mIoU: 0.654
2023-07-15 06:20:17,489 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.931, mIoU: 0.653
2023-07-15 06:20:17,625 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.931, mIoU: 0.652
2023-07-15 06:20:17,758 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.931, mIoU: 0.652
2023-07-15 06:20:17,894 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.931, mIoU: 0.652
2023-07-15 06:20:18,031 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.931, mIoU: 0.652
2023-07-15 06:20:18,167 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.931, mIoU: 0.652
2023-07-15 06:20:18,303 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.931, mIoU: 0.652
2023-07-15 06:20:18,440 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.932, mIoU: 0.653
2023-07-15 06:20:18,576 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.932, mIoU: 0.653
2023-07-15 06:20:18,713 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.931, mIoU: 0.652
2023-07-15 06:20:18,850 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.931, mIoU: 0.652
2023-07-15 06:20:18,985 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.931, mIoU: 0.652
2023-07-15 06:20:19,123 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.931, mIoU: 0.652
2023-07-15 06:20:19,260 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.931, mIoU: 0.651
2023-07-15 06:20:19,394 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.932, mIoU: 0.651
2023-07-15 06:20:19,532 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.932, mIoU: 0.651
2023-07-15 06:20:19,670 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.931, mIoU: 0.652
2023-07-15 06:20:19,804 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.931, mIoU: 0.652
2023-07-15 06:20:19,940 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.931, mIoU: 0.654
2023-07-15 06:20:20,078 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.932, mIoU: 0.654
2023-07-15 06:20:20,213 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.932, mIoU: 0.654
2023-07-15 06:20:20,347 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.931, mIoU: 0.653
2023-07-15 06:20:20,485 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.931, mIoU: 0.653
2023-07-15 06:20:20,620 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.932, mIoU: 0.655
2023-07-15 06:20:20,756 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.932, mIoU: 0.656
2023-07-15 06:20:20,893 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.931, mIoU: 0.658
2023-07-15 06:20:21,029 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.932, mIoU: 0.659
2023-07-15 06:20:21,167 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.932, mIoU: 0.659
2023-07-15 06:20:21,305 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.932, mIoU: 0.659
2023-07-15 06:20:21,441 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.932, mIoU: 0.659
2023-07-15 06:20:21,580 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.932, mIoU: 0.659
2023-07-15 06:20:21,718 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.932, mIoU: 0.659
2023-07-15 06:20:21,854 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.933, mIoU: 0.658
2023-07-15 06:20:21,992 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.933, mIoU: 0.658
2023-07-15 06:20:22,131 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.933, mIoU: 0.656
2023-07-15 06:20:22,267 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.933, mIoU: 0.656
2023-07-15 06:20:22,403 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.933, mIoU: 0.656
2023-07-15 06:20:22,541 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.933, mIoU: 0.651
2023-07-15 06:20:22,675 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.933, mIoU: 0.652
2023-07-15 06:20:22,812 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.933, mIoU: 0.653
2023-07-15 06:20:22,948 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.932, mIoU: 0.653
2023-07-15 06:20:23,083 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.933, mIoU: 0.653
2023-07-15 06:20:23,221 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.933, mIoU: 0.652
2023-07-15 06:20:23,357 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.933, mIoU: 0.652
2023-07-15 06:20:23,492 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.933, mIoU: 0.652
2023-07-15 06:20:23,628 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.933, mIoU: 0.654
2023-07-15 06:20:23,765 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.933, mIoU: 0.653
2023-07-15 06:20:23,899 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.933, mIoU: 0.653
2023-07-15 06:20:24,035 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.932, mIoU: 0.652
2023-07-15 06:20:24,172 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.933, mIoU: 0.652
2023-07-15 06:20:24,307 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.933, mIoU: 0.653
2023-07-15 06:20:24,443 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.933, mIoU: 0.653
2023-07-15 06:20:24,580 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.933, mIoU: 0.653
2023-07-15 06:20:24,712 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.933, mIoU: 0.653
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2023-07-15 06:20:51,254 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.938, mIoU: 0.654
2023-07-15 06:20:51,382 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.938, mIoU: 0.655
2023-07-15 06:20:51,514 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.938, mIoU: 0.655
2023-07-15 06:20:51,647 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.938, mIoU: 0.655
2023-07-15 06:20:51,774 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.938, mIoU: 0.655
2023-07-15 06:20:51,908 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.938, mIoU: 0.655
2023-07-15 06:20:52,044 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.938, mIoU: 0.655
2023-07-15 06:20:52,175 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.938, mIoU: 0.655
2023-07-15 06:20:52,310 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.938, mIoU: 0.656
2023-07-15 06:20:52,446 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.938, mIoU: 0.655
2023-07-15 06:20:52,577 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.938, mIoU: 0.655
2023-07-15 06:20:52,712 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.938, mIoU: 0.655
2023-07-15 06:20:52,845 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.938, mIoU: 0.655
2023-07-15 06:20:52,976 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.938, mIoU: 0.655
2023-07-15 06:20:53,107 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.938, mIoU: 0.656
2023-07-15 06:20:53,241 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.938, mIoU: 0.656
2023-07-15 06:20:53,372 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.939, mIoU: 0.657
2023-07-15 06:20:53,505 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.939, mIoU: 0.657
2023-07-15 06:20:53,636 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.939, mIoU: 0.658
2023-07-15 06:20:53,771 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.939, mIoU: 0.658
2023-07-15 06:20:53,905 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.939, mIoU: 0.658
2023-07-15 06:20:54,037 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.939, mIoU: 0.658
2023-07-15 06:20:54,172 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.939, mIoU: 0.658
2023-07-15 06:20:54,307 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.939, mIoU: 0.658
2023-07-15 06:20:54,439 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.939, mIoU: 0.658
2023-07-15 06:20:54,573 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.939, mIoU: 0.658
2023-07-15 06:20:54,707 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.939, mIoU: 0.658
2023-07-15 06:20:54,836 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.939, mIoU: 0.659
2023-07-15 06:20:54,972 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.939, mIoU: 0.659
2023-07-15 06:20:55,108 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.939, mIoU: 0.659
2023-07-15 06:20:55,242 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.939, mIoU: 0.659
2023-07-15 06:20:55,378 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.939, mIoU: 0.659
2023-07-15 06:20:55,514 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.940, mIoU: 0.660
2023-07-15 06:20:55,647 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.940, mIoU: 0.660
2023-07-15 06:20:55,783 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.940, mIoU: 0.661
2023-07-15 06:20:55,918 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.940, mIoU: 0.660
2023-07-15 06:20:56,052 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.940, mIoU: 0.661
2023-07-15 06:20:56,188 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.940, mIoU: 0.661
2023-07-15 06:20:56,324 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.940, mIoU: 0.661
2023-07-15 06:20:56,458 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.940, mIoU: 0.662
2023-07-15 06:20:56,593 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.940, mIoU: 0.662
2023-07-15 06:20:56,729 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.940, mIoU: 0.662
2023-07-15 06:20:56,859 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.940, mIoU: 0.662
2023-07-15 06:20:56,989 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.940, mIoU: 0.662
2023-07-15 06:20:57,118 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.940, mIoU: 0.662
2023-07-15 06:20:57,263 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.940, mIoU: 0.662
2023-07-15 06:20:57,409 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 06:20:57,556 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 06:20:57,705 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 06:20:57,848 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 06:20:57,993 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 06:20:58,136 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 06:20:58,279 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 06:20:58,423 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 06:20:58,566 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-15 06:20:58,709 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 06:20:58,855 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-15 06:20:59,000 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-15 06:20:59,140 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-15 06:20:59,281 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-15 06:20:59,420 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-15 06:20:59,561 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-15 06:20:59,701 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.942, mIoU: 0.663
2023-07-15 06:20:59,841 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.942, mIoU: 0.663
2023-07-15 06:20:59,979 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-15 06:21:00,119 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.942, mIoU: 0.663
2023-07-15 06:21:00,260 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.942, mIoU: 0.663
2023-07-15 06:21:00,397 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.942, mIoU: 0.663
2023-07-15 06:21:00,537 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.942, mIoU: 0.663
2023-07-15 06:21:00,677 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-15 06:21:00,816 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-15 06:21:00,956 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-15 06:21:01,095 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-15 06:21:01,235 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-15 06:21:01,372 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-15 06:21:01,509 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-15 06:21:01,647 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-15 06:21:01,785 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-15 06:21:01,923 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-15 06:21:02,063 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-15 06:21:02,200 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-15 06:21:02,338 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-15 06:21:02,474 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.943, mIoU: 0.664
2023-07-15 06:21:02,609 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.943, mIoU: 0.664
2023-07-15 06:21:02,744 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.943, mIoU: 0.664
2023-07-15 06:21:02,881 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.943, mIoU: 0.664
2023-07-15 06:21:03,016 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.943, mIoU: 0.664
2023-07-15 06:21:03,153 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.943, mIoU: 0.664
2023-07-15 06:21:03,290 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.943, mIoU: 0.664
2023-07-15 06:21:03,424 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.943, mIoU: 0.664
2023-07-15 06:21:03,562 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.943, mIoU: 0.664
2023-07-15 06:21:03,699 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.943, mIoU: 0.664
2023-07-15 06:21:03,834 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-15 06:21:03,968 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-15 06:21:04,106 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-15 06:21:04,242 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-15 06:21:04,377 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-15 06:21:04,514 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-15 06:21:04,649 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-15 06:21:04,784 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 06:21:04,921 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 06:21:05,056 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 06:21:05,191 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 06:21:05,329 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-15 06:21:05,465 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-15 06:21:05,602 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-15 06:21:05,744 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-15 06:21:05,881 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-15 06:21:06,015 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:06,154 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:06,289 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.944, mIoU: 0.666
2023-07-15 06:21:06,425 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:06,563 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:06,699 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:06,835 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:06,973 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:07,108 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:07,245 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:07,383 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:07,518 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:07,655 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:07,793 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:07,929 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:08,064 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:08,202 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:08,338 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:08,473 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:08,609 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:08,746 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:08,882 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:09,019 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:09,156 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:09,290 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:09,427 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:09,561 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:09,696 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:09,833 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:09,968 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:10,103 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 06:21:10,239 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.944, mIoU: 0.668
2023-07-15 06:21:10,375 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.944, mIoU: 0.668
2023-07-15 06:21:10,510 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.945, mIoU: 0.668
2023-07-15 06:21:10,646 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.944, mIoU: 0.668
2023-07-15 06:21:10,780 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.945, mIoU: 0.668
2023-07-15 06:21:10,915 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.945, mIoU: 0.668
2023-07-15 06:21:11,052 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.945, mIoU: 0.668
2023-07-15 06:21:11,189 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.945, mIoU: 0.668
2023-07-15 06:21:11,324 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.945, mIoU: 0.668
2023-07-15 06:21:11,456 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.945, mIoU: 0.668
2023-07-15 06:21:48,048 semantic_segmentation INFO: Iters: 40810/50000 || Lr: 0.004355 || Task Loss: 0.2664 || KD Loss: 0.0815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:17:31 || Estimated Time: 9:17:54
2023-07-15 06:22:24,977 semantic_segmentation INFO: Iters: 40820/50000 || Lr: 0.004351 || Task Loss: 0.2379 || KD Loss: 0.0635|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:18:07 || Estimated Time: 9:17:18
2023-07-15 06:23:01,594 semantic_segmentation INFO: Iters: 40830/50000 || Lr: 0.004346 || Task Loss: 0.3456 || KD Loss: 0.1062|| 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: 1 day, 17:18:44 || Estimated Time: 9:16:41
2023-07-15 06:23:38,337 semantic_segmentation INFO: Iters: 40840/50000 || Lr: 0.004342 || Task Loss: 0.2827 || KD Loss: 0.0852|| 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: 1 day, 17:19:21 || Estimated Time: 9:16:05
2023-07-15 06:24:15,104 semantic_segmentation INFO: Iters: 40850/50000 || Lr: 0.004338 || Task Loss: 0.3428 || KD Loss: 0.1322|| 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: 1 day, 17:19:58 || Estimated Time: 9:15:29
2023-07-15 06:24:51,806 semantic_segmentation INFO: Iters: 40860/50000 || Lr: 0.004334 || Task Loss: 0.2239 || KD Loss: 0.0740|| 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: 1 day, 17:20:34 || Estimated Time: 9:14:52
2023-07-15 06:25:28,768 semantic_segmentation INFO: Iters: 40870/50000 || Lr: 0.004329 || Task Loss: 0.3266 || KD Loss: 0.0872|| 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: 1 day, 17:21:11 || Estimated Time: 9:14:16
2023-07-15 06:26:05,650 semantic_segmentation INFO: Iters: 40880/50000 || Lr: 0.004325 || Task Loss: 0.3000 || KD Loss: 0.0763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:21:48 || Estimated Time: 9:13:40
2023-07-15 06:26:42,784 semantic_segmentation INFO: Iters: 40890/50000 || Lr: 0.004321 || Task Loss: 0.1691 || KD Loss: 0.0686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:22:25 || Estimated Time: 9:13:03
2023-07-15 06:27:19,642 semantic_segmentation INFO: Iters: 40900/50000 || Lr: 0.004317 || Task Loss: 0.2848 || KD Loss: 0.1076|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:23:02 || Estimated Time: 9:12:27
2023-07-15 06:27:56,337 semantic_segmentation INFO: Iters: 40910/50000 || Lr: 0.004312 || Task Loss: 0.2628 || KD Loss: 0.0781|| 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: 1 day, 17:23:39 || Estimated Time: 9:11:51
2023-07-15 06:28:32,973 semantic_segmentation INFO: Iters: 40920/50000 || Lr: 0.004308 || Task Loss: 0.2687 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:24:15 || Estimated Time: 9:11:14
2023-07-15 06:29:09,810 semantic_segmentation INFO: Iters: 40930/50000 || Lr: 0.004304 || Task Loss: 0.2374 || KD Loss: 0.0846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:24:52 || Estimated Time: 9:10:38
2023-07-15 06:29:46,464 semantic_segmentation INFO: Iters: 40940/50000 || Lr: 0.004299 || Task Loss: 0.2813 || KD Loss: 0.0802|| 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: 1 day, 17:25:29 || Estimated Time: 9:10:01
2023-07-15 06:30:23,500 semantic_segmentation INFO: Iters: 40950/50000 || Lr: 0.004295 || Task Loss: 0.2443 || KD Loss: 0.0670|| 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: 1 day, 17:26:06 || Estimated Time: 9:09:25
2023-07-15 06:31:00,256 semantic_segmentation INFO: Iters: 40960/50000 || Lr: 0.004291 || Task Loss: 0.3449 || KD Loss: 0.0996|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:26:43 || Estimated Time: 9:08:49
2023-07-15 06:31:36,930 semantic_segmentation INFO: Iters: 40970/50000 || Lr: 0.004287 || Task Loss: 0.2831 || KD Loss: 0.0870|| 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: 1 day, 17:27:19 || Estimated Time: 9:08:12
2023-07-15 06:32:14,207 semantic_segmentation INFO: Iters: 40980/50000 || Lr: 0.004282 || Task Loss: 0.3456 || KD Loss: 0.0901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:27:57 || Estimated Time: 9:07:36
2023-07-15 06:32:50,741 semantic_segmentation INFO: Iters: 40990/50000 || Lr: 0.004278 || Task Loss: 0.2717 || KD Loss: 0.0783|| 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: 1 day, 17:28:33 || Estimated Time: 9:07:00
2023-07-15 06:33:27,918 semantic_segmentation INFO: Iters: 41000/50000 || Lr: 0.004274 || Task Loss: 0.3798 || KD Loss: 0.1065|| 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: 1 day, 17:29:10 || Estimated Time: 9:06:24
2023-07-15 06:34:04,910 semantic_segmentation INFO: Iters: 41010/50000 || Lr: 0.004270 || Task Loss: 0.2048 || KD Loss: 0.0625|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:29:47 || Estimated Time: 9:05:47
2023-07-15 06:34:41,507 semantic_segmentation INFO: Iters: 41020/50000 || Lr: 0.004265 || Task Loss: 0.2373 || KD Loss: 0.0702|| 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: 1 day, 17:30:24 || Estimated Time: 9:05:11
2023-07-15 06:35:18,425 semantic_segmentation INFO: Iters: 41030/50000 || Lr: 0.004261 || Task Loss: 0.2303 || KD Loss: 0.0561|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:31:01 || Estimated Time: 9:04:35
2023-07-15 06:35:55,233 semantic_segmentation INFO: Iters: 41040/50000 || Lr: 0.004257 || Task Loss: 0.2595 || KD Loss: 0.0715|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:31:38 || Estimated Time: 9:03:58
2023-07-15 06:36:31,961 semantic_segmentation INFO: Iters: 41050/50000 || Lr: 0.004252 || Task Loss: 0.2677 || KD Loss: 0.0913|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:32:14 || Estimated Time: 9:03:22
2023-07-15 06:37:08,744 semantic_segmentation INFO: Iters: 41060/50000 || Lr: 0.004248 || Task Loss: 0.2220 || KD Loss: 0.0812|| 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: 1 day, 17:32:51 || Estimated Time: 9:02:46
2023-07-15 06:37:45,732 semantic_segmentation INFO: Iters: 41070/50000 || Lr: 0.004244 || Task Loss: 0.3332 || KD Loss: 0.1187|| 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: 1 day, 17:33:28 || Estimated Time: 9:02:09
2023-07-15 06:38:22,907 semantic_segmentation INFO: Iters: 41080/50000 || Lr: 0.004240 || Task Loss: 0.2574 || KD Loss: 0.0936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:34:05 || Estimated Time: 9:01:33
2023-07-15 06:38:59,524 semantic_segmentation INFO: Iters: 41090/50000 || Lr: 0.004235 || Task Loss: 0.3177 || KD Loss: 0.1119|| 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 day, 17:34:42 || Estimated Time: 9:00:57
2023-07-15 06:39:36,751 semantic_segmentation INFO: Iters: 41100/50000 || Lr: 0.004231 || Task Loss: 0.2742 || KD Loss: 0.0791|| 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 day, 17:35:19 || Estimated Time: 9:00:20
2023-07-15 06:40:13,505 semantic_segmentation INFO: Iters: 41110/50000 || Lr: 0.004227 || Task Loss: 0.2541 || KD Loss: 0.0704|| 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: 1 day, 17:35:56 || Estimated Time: 8:59:44
2023-07-15 06:40:50,226 semantic_segmentation INFO: Iters: 41120/50000 || Lr: 0.004223 || Task Loss: 0.2200 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:36:33 || Estimated Time: 8:59:08
2023-07-15 06:41:27,241 semantic_segmentation INFO: Iters: 41130/50000 || Lr: 0.004218 || Task Loss: 0.2189 || KD Loss: 0.0851|| 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 day, 17:37:10 || Estimated Time: 8:58:31
2023-07-15 06:42:04,065 semantic_segmentation INFO: Iters: 41140/50000 || Lr: 0.004214 || Task Loss: 0.2710 || KD Loss: 0.0791|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:37:47 || Estimated Time: 8:57:55
2023-07-15 06:42:40,991 semantic_segmentation INFO: Iters: 41150/50000 || Lr: 0.004210 || Task Loss: 0.4357 || KD Loss: 0.1693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:38:23 || Estimated Time: 8:57:19
2023-07-15 06:43:18,506 semantic_segmentation INFO: Iters: 41160/50000 || Lr: 0.004205 || Task Loss: 0.3861 || KD Loss: 0.1423|| 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 day, 17:39:01 || Estimated Time: 8:56:42
2023-07-15 06:43:55,251 semantic_segmentation INFO: Iters: 41170/50000 || Lr: 0.004201 || Task Loss: 0.2269 || KD Loss: 0.1213|| 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: 1 day, 17:39:38 || Estimated Time: 8:56:06
2023-07-15 06:44:32,205 semantic_segmentation INFO: Iters: 41180/50000 || Lr: 0.004197 || Task Loss: 0.2980 || KD Loss: 0.0908|| 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: 1 day, 17:40:15 || Estimated Time: 8:55:30
2023-07-15 06:45:09,006 semantic_segmentation INFO: Iters: 41190/50000 || Lr: 0.004193 || Task Loss: 0.2502 || KD Loss: 0.0666|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:40:52 || Estimated Time: 8:54:53
2023-07-15 06:45:45,880 semantic_segmentation INFO: Iters: 41200/50000 || Lr: 0.004188 || Task Loss: 0.2817 || KD Loss: 0.1075|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:41:28 || Estimated Time: 8:54:17
2023-07-15 06:46:22,965 semantic_segmentation INFO: Iters: 41210/50000 || Lr: 0.004184 || Task Loss: 0.2377 || KD Loss: 0.0822|| 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: 1 day, 17:42:05 || Estimated Time: 8:53:41
2023-07-15 06:46:59,763 semantic_segmentation INFO: Iters: 41220/50000 || Lr: 0.004180 || Task Loss: 0.2553 || KD Loss: 0.0708|| 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: 1 day, 17:42:42 || Estimated Time: 8:53:04
2023-07-15 06:47:36,489 semantic_segmentation INFO: Iters: 41230/50000 || Lr: 0.004175 || Task Loss: 0.2604 || KD Loss: 0.0701|| 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 day, 17:43:19 || Estimated Time: 8:52:28
2023-07-15 06:48:13,417 semantic_segmentation INFO: Iters: 41240/50000 || Lr: 0.004171 || Task Loss: 0.2632 || KD Loss: 0.0811|| 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: 1 day, 17:43:56 || Estimated Time: 8:51:52
2023-07-15 06:48:50,454 semantic_segmentation INFO: Iters: 41250/50000 || Lr: 0.004167 || Task Loss: 0.2930 || KD Loss: 0.0948|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:44:33 || Estimated Time: 8:51:15
2023-07-15 06:49:27,364 semantic_segmentation INFO: Iters: 41260/50000 || Lr: 0.004163 || Task Loss: 0.2473 || KD Loss: 0.0962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:45:10 || Estimated Time: 8:50:39
2023-07-15 06:50:04,246 semantic_segmentation INFO: Iters: 41270/50000 || Lr: 0.004158 || Task Loss: 0.2129 || KD Loss: 0.0602|| 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: 1 day, 17:45:47 || Estimated Time: 8:50:03
2023-07-15 06:50:40,947 semantic_segmentation INFO: Iters: 41280/50000 || Lr: 0.004154 || Task Loss: 0.3167 || KD Loss: 0.0965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:46:23 || Estimated Time: 8:49:26
2023-07-15 06:51:18,332 semantic_segmentation INFO: Iters: 41290/50000 || Lr: 0.004150 || Task Loss: 0.2876 || KD Loss: 0.0805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:47:01 || Estimated Time: 8:48:50
2023-07-15 06:51:54,988 semantic_segmentation INFO: Iters: 41300/50000 || Lr: 0.004145 || Task Loss: 0.2282 || KD Loss: 0.0860|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0929|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:47:37 || Estimated Time: 8:48:14
2023-07-15 06:52:31,694 semantic_segmentation INFO: Iters: 41310/50000 || Lr: 0.004141 || Task Loss: 0.3638 || KD Loss: 0.0913|| 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 day, 17:48:14 || Estimated Time: 8:47:37
2023-07-15 06:53:08,888 semantic_segmentation INFO: Iters: 41320/50000 || Lr: 0.004137 || Task Loss: 0.3243 || KD Loss: 0.1082|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 8:47:01
2023-07-15 06:53:45,594 semantic_segmentation INFO: Iters: 41330/50000 || Lr: 0.004133 || Task Loss: 0.2908 || KD Loss: 0.0696|| 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: 1 day, 17:49:28 || Estimated Time: 8:46:25
2023-07-15 06:54:22,445 semantic_segmentation INFO: Iters: 41340/50000 || Lr: 0.004128 || Task Loss: 0.2539 || KD Loss: 0.0769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:50:05 || Estimated Time: 8:45:48
2023-07-15 06:54:59,662 semantic_segmentation INFO: Iters: 41350/50000 || Lr: 0.004124 || Task Loss: 0.2917 || KD Loss: 0.0931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:50:42 || Estimated Time: 8:45:12
2023-07-15 06:55:36,401 semantic_segmentation INFO: Iters: 41360/50000 || Lr: 0.004120 || Task Loss: 0.3242 || KD Loss: 0.0893|| 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: 1 day, 17:51:19 || Estimated Time: 8:44:36
2023-07-15 06:56:13,766 semantic_segmentation INFO: Iters: 41370/50000 || Lr: 0.004115 || Task Loss: 0.2981 || KD Loss: 0.1120|| 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: 1 day, 17:51:56 || Estimated Time: 8:44:00
2023-07-15 06:56:50,578 semantic_segmentation INFO: Iters: 41380/50000 || Lr: 0.004111 || Task Loss: 0.2822 || KD Loss: 0.0941|| 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: 1 day, 17:52:33 || Estimated Time: 8:43:23
2023-07-15 06:57:27,322 semantic_segmentation INFO: Iters: 41390/50000 || Lr: 0.004107 || Task Loss: 0.1971 || KD Loss: 0.0581|| 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 day, 17:53:10 || Estimated Time: 8:42:47
2023-07-15 06:58:04,384 semantic_segmentation INFO: Iters: 41400/50000 || Lr: 0.004103 || Task Loss: 0.2294 || KD Loss: 0.0807|| 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: 1 day, 17:53:47 || Estimated Time: 8:42:11
2023-07-15 06:58:41,372 semantic_segmentation INFO: Iters: 41410/50000 || Lr: 0.004098 || Task Loss: 0.3546 || KD Loss: 0.1504|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:54:24 || Estimated Time: 8:41:34
2023-07-15 06:59:18,217 semantic_segmentation INFO: Iters: 41420/50000 || Lr: 0.004094 || Task Loss: 0.3287 || KD Loss: 0.1157|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:55:01 || Estimated Time: 8:40:58
2023-07-15 06:59:55,663 semantic_segmentation INFO: Iters: 41430/50000 || Lr: 0.004090 || Task Loss: 0.3012 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:55:38 || Estimated Time: 8:40:22
2023-07-15 07:00:32,564 semantic_segmentation INFO: Iters: 41440/50000 || Lr: 0.004085 || Task Loss: 0.3732 || KD Loss: 0.1157|| 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: 1 day, 17:56:15 || Estimated Time: 8:39:45
2023-07-15 07:01:09,523 semantic_segmentation INFO: Iters: 41450/50000 || Lr: 0.004081 || Task Loss: 0.2789 || KD Loss: 0.0817|| 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 day, 17:56:52 || Estimated Time: 8:39:09
2023-07-15 07:01:46,306 semantic_segmentation INFO: Iters: 41460/50000 || Lr: 0.004077 || Task Loss: 0.2923 || KD Loss: 0.0794|| 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: 1 day, 17:57:29 || Estimated Time: 8:38:33
2023-07-15 07:02:23,099 semantic_segmentation INFO: Iters: 41470/50000 || Lr: 0.004072 || Task Loss: 0.3125 || KD Loss: 0.0950|| 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 day, 17:58:06 || Estimated Time: 8:37:56
2023-07-15 07:02:59,952 semantic_segmentation INFO: Iters: 41480/50000 || Lr: 0.004068 || Task Loss: 0.4185 || KD Loss: 0.1445|| 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: 1 day, 17:58:42 || Estimated Time: 8:37:20
2023-07-15 07:03:37,104 semantic_segmentation INFO: Iters: 41490/50000 || Lr: 0.004064 || Task Loss: 0.2122 || KD Loss: 0.0794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:59:20 || Estimated Time: 8:36:44
2023-07-15 07:04:14,106 semantic_segmentation INFO: Iters: 41500/50000 || Lr: 0.004060 || Task Loss: 0.2067 || KD Loss: 0.0734|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 17:59:57 || Estimated Time: 8:36:07
2023-07-15 07:04:51,144 semantic_segmentation INFO: Iters: 41510/50000 || Lr: 0.004055 || Task Loss: 0.2462 || KD Loss: 0.0778|| 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: 1 day, 18:00:34 || Estimated Time: 8:35:31
2023-07-15 07:05:27,869 semantic_segmentation INFO: Iters: 41520/50000 || Lr: 0.004051 || Task Loss: 0.2930 || KD Loss: 0.0890|| 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, 18:01:10 || Estimated Time: 8:34:55
2023-07-15 07:06:05,027 semantic_segmentation INFO: Iters: 41530/50000 || Lr: 0.004047 || Task Loss: 0.2038 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:01:48 || Estimated Time: 8:34:18
2023-07-15 07:06:41,991 semantic_segmentation INFO: Iters: 41540/50000 || Lr: 0.004042 || Task Loss: 0.2500 || KD Loss: 0.0846|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:02:24 || Estimated Time: 8:33:42
2023-07-15 07:07:18,914 semantic_segmentation INFO: Iters: 41550/50000 || Lr: 0.004038 || Task Loss: 0.3142 || KD Loss: 0.0868|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 8:33:06
2023-07-15 07:07:55,861 semantic_segmentation INFO: Iters: 41560/50000 || Lr: 0.004034 || Task Loss: 0.3395 || KD Loss: 0.1062|| 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: 1 day, 18:03:38 || Estimated Time: 8:32:29
2023-07-15 07:08:32,840 semantic_segmentation INFO: Iters: 41570/50000 || Lr: 0.004029 || Task Loss: 0.2243 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:04:15 || Estimated Time: 8:31:53
2023-07-15 07:09:09,440 semantic_segmentation INFO: Iters: 41580/50000 || Lr: 0.004025 || Task Loss: 0.2114 || KD Loss: 0.0902|| 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: 1 day, 18:04:52 || Estimated Time: 8:31:17
2023-07-15 07:09:46,782 semantic_segmentation INFO: Iters: 41590/50000 || Lr: 0.004021 || Task Loss: 0.2866 || KD Loss: 0.0732|| 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: 1 day, 18:05:29 || Estimated Time: 8:30:40
2023-07-15 07:10:23,488 semantic_segmentation INFO: Iters: 41600/50000 || Lr: 0.004017 || Task Loss: 0.3623 || KD Loss: 0.0962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 8:30:04
2023-07-15 07:10:23,561 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-15 07:10:24,215 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.957, mIoU: 0.389
2023-07-15 07:10:24,349 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.965, mIoU: 0.463
2023-07-15 07:10:24,480 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.965, mIoU: 0.474
2023-07-15 07:10:24,610 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.965, mIoU: 0.506
2023-07-15 07:10:24,743 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.966, mIoU: 0.499
2023-07-15 07:10:24,878 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.966, mIoU: 0.501
2023-07-15 07:10:25,010 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.499
2023-07-15 07:10:25,145 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.516
2023-07-15 07:10:25,280 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.557
2023-07-15 07:10:25,413 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.957, mIoU: 0.596
2023-07-15 07:10:25,544 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.956, mIoU: 0.604
2023-07-15 07:10:25,675 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.952, mIoU: 0.603
2023-07-15 07:10:25,810 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.951, mIoU: 0.617
2023-07-15 07:10:25,944 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.951, mIoU: 0.609
2023-07-15 07:10:26,076 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.950, mIoU: 0.612
2023-07-15 07:10:26,210 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.948, mIoU: 0.602
2023-07-15 07:10:26,344 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.947, mIoU: 0.606
2023-07-15 07:10:26,474 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.946, mIoU: 0.607
2023-07-15 07:10:26,608 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.945, mIoU: 0.611
2023-07-15 07:10:26,743 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.945, mIoU: 0.617
2023-07-15 07:10:26,874 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.946, mIoU: 0.619
2023-07-15 07:10:27,009 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.944, mIoU: 0.640
2023-07-15 07:10:27,144 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.944, mIoU: 0.643
2023-07-15 07:10:27,277 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.944, mIoU: 0.650
2023-07-15 07:10:27,411 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.943, mIoU: 0.663
2023-07-15 07:10:27,546 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.943, mIoU: 0.666
2023-07-15 07:10:27,678 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.942, mIoU: 0.660
2023-07-15 07:10:27,811 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.941, mIoU: 0.655
2023-07-15 07:10:27,945 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-15 07:10:28,077 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.940, mIoU: 0.667
2023-07-15 07:10:28,209 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.940, mIoU: 0.664
2023-07-15 07:10:28,342 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.940, mIoU: 0.663
2023-07-15 07:10:28,475 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.940, mIoU: 0.663
2023-07-15 07:10:28,606 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.940, mIoU: 0.662
2023-07-15 07:10:28,735 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.940, mIoU: 0.663
2023-07-15 07:10:28,868 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.940, mIoU: 0.661
2023-07-15 07:10:29,000 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.940, mIoU: 0.658
2023-07-15 07:10:29,127 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.939, mIoU: 0.658
2023-07-15 07:10:29,259 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.653
2023-07-15 07:10:29,394 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.939, mIoU: 0.654
2023-07-15 07:10:29,524 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.939, mIoU: 0.651
2023-07-15 07:10:29,658 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.940, mIoU: 0.651
2023-07-15 07:10:29,794 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.940, mIoU: 0.651
2023-07-15 07:10:29,925 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.940, mIoU: 0.650
2023-07-15 07:10:30,057 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.940, mIoU: 0.649
2023-07-15 07:10:30,190 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.941, mIoU: 0.649
2023-07-15 07:10:30,321 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.942, mIoU: 0.650
2023-07-15 07:10:30,452 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.942, mIoU: 0.649
2023-07-15 07:10:30,580 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.942, mIoU: 0.655
2023-07-15 07:10:30,713 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-15 07:10:30,846 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-15 07:10:30,973 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.942, mIoU: 0.663
2023-07-15 07:10:31,105 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.941, mIoU: 0.664
2023-07-15 07:10:31,241 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.941, mIoU: 0.665
2023-07-15 07:10:31,371 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.939, mIoU: 0.663
2023-07-15 07:10:31,506 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.938, mIoU: 0.658
2023-07-15 07:10:31,641 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.939, mIoU: 0.658
2023-07-15 07:10:31,771 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.939, mIoU: 0.665
2023-07-15 07:10:31,904 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.939, mIoU: 0.667
2023-07-15 07:10:32,036 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.939, mIoU: 0.666
2023-07-15 07:10:32,167 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.939, mIoU: 0.670
2023-07-15 07:10:32,297 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.939, mIoU: 0.671
2023-07-15 07:10:32,423 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.938, mIoU: 0.668
2023-07-15 07:10:32,567 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.938, mIoU: 0.671
2023-07-15 07:10:32,713 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.938, mIoU: 0.673
2023-07-15 07:10:32,858 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.938, mIoU: 0.673
2023-07-15 07:10:33,006 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.937, mIoU: 0.672
2023-07-15 07:10:33,151 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.937, mIoU: 0.674
2023-07-15 07:10:33,295 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.937, mIoU: 0.672
2023-07-15 07:10:33,440 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.937, mIoU: 0.672
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2023-07-15 07:10:40,103 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.933, mIoU: 0.652
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2023-07-15 07:11:26,818 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.945, mIoU: 0.662
2023-07-15 07:11:26,954 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.945, mIoU: 0.662
2023-07-15 07:11:27,085 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.945, mIoU: 0.662
2023-07-15 07:11:27,221 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.945, mIoU: 0.663
2023-07-15 07:11:27,354 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.945, mIoU: 0.662
2023-07-15 07:11:27,484 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.945, mIoU: 0.662
2023-07-15 07:11:27,617 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.945, mIoU: 0.662
2023-07-15 07:11:27,750 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.945, mIoU: 0.662
2023-07-15 07:11:27,879 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.945, mIoU: 0.662
2023-07-15 07:11:28,008 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.945, mIoU: 0.662
2023-07-15 07:11:28,135 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.945, mIoU: 0.662
2023-07-15 07:11:28,276 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.945, mIoU: 0.662
2023-07-15 07:11:28,421 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.945, mIoU: 0.662
2023-07-15 07:11:28,566 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.945, mIoU: 0.662
2023-07-15 07:11:28,712 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.945, mIoU: 0.662
2023-07-15 07:11:28,857 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.945, mIoU: 0.662
2023-07-15 07:11:29,001 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.945, mIoU: 0.662
2023-07-15 07:11:29,144 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.945, mIoU: 0.662
2023-07-15 07:11:29,286 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.945, mIoU: 0.662
2023-07-15 07:11:29,428 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.945, mIoU: 0.662
2023-07-15 07:11:29,569 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.945, mIoU: 0.662
2023-07-15 07:11:29,712 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.945, mIoU: 0.662
2023-07-15 07:11:29,855 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.945, mIoU: 0.662
2023-07-15 07:11:29,997 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.945, mIoU: 0.663
2023-07-15 07:11:30,140 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.945, mIoU: 0.663
2023-07-15 07:11:30,281 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.946, mIoU: 0.663
2023-07-15 07:11:30,424 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.946, mIoU: 0.662
2023-07-15 07:11:30,566 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.946, mIoU: 0.663
2023-07-15 07:11:30,707 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.946, mIoU: 0.663
2023-07-15 07:11:30,846 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.946, mIoU: 0.663
2023-07-15 07:11:30,985 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.946, mIoU: 0.663
2023-07-15 07:11:31,123 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.946, mIoU: 0.663
2023-07-15 07:11:31,261 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.946, mIoU: 0.663
2023-07-15 07:11:31,397 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.946, mIoU: 0.663
2023-07-15 07:11:31,536 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.946, mIoU: 0.663
2023-07-15 07:11:31,676 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.946, mIoU: 0.663
2023-07-15 07:11:31,810 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.946, mIoU: 0.663
2023-07-15 07:12:08,620 semantic_segmentation INFO: Iters: 41610/50000 || Lr: 0.004012 || Task Loss: 0.3192 || KD Loss: 0.1116|| 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: 1 day, 18:07:51 || Estimated Time: 8:29:41
2023-07-15 07:12:45,353 semantic_segmentation INFO: Iters: 41620/50000 || Lr: 0.004008 || Task Loss: 0.2008 || KD Loss: 0.0758|| 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, 18:08:28 || Estimated Time: 8:29:05
2023-07-15 07:13:22,227 semantic_segmentation INFO: Iters: 41630/50000 || Lr: 0.004004 || Task Loss: 0.3300 || KD Loss: 0.0932|| 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: 1 day, 18:09:05 || Estimated Time: 8:28:29
2023-07-15 07:13:59,501 semantic_segmentation INFO: Iters: 41640/50000 || Lr: 0.003999 || Task Loss: 0.2391 || KD Loss: 0.0821|| 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: 1 day, 18:09:42 || Estimated Time: 8:27:52
2023-07-15 07:14:36,304 semantic_segmentation INFO: Iters: 41650/50000 || Lr: 0.003995 || Task Loss: 0.2371 || KD Loss: 0.0920|| 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: 1 day, 18:10:19 || Estimated Time: 8:27:16
2023-07-15 07:15:13,350 semantic_segmentation INFO: Iters: 41660/50000 || Lr: 0.003991 || Task Loss: 0.2551 || KD Loss: 0.0876|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:10:56 || Estimated Time: 8:26:40
2023-07-15 07:15:50,852 semantic_segmentation INFO: Iters: 41670/50000 || Lr: 0.003986 || Task Loss: 0.2749 || KD Loss: 0.0928|| 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 day, 18:11:33 || Estimated Time: 8:26:03
2023-07-15 07:16:27,323 semantic_segmentation INFO: Iters: 41680/50000 || Lr: 0.003982 || Task Loss: 0.4379 || KD Loss: 0.1423|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1138|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:12:10 || Estimated Time: 8:25:27
2023-07-15 07:17:04,172 semantic_segmentation INFO: Iters: 41690/50000 || Lr: 0.003978 || Task Loss: 0.2732 || KD Loss: 0.1192|| 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: 1 day, 18:12:47 || Estimated Time: 8:24:51
2023-07-15 07:17:41,485 semantic_segmentation INFO: Iters: 41700/50000 || Lr: 0.003974 || Task Loss: 0.4099 || KD Loss: 0.1415|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0977|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:13:24 || Estimated Time: 8:24:14
2023-07-15 07:18:18,431 semantic_segmentation INFO: Iters: 41710/50000 || Lr: 0.003969 || Task Loss: 0.2792 || KD Loss: 0.0874|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:14:01 || Estimated Time: 8:23:38
2023-07-15 07:18:55,108 semantic_segmentation INFO: Iters: 41720/50000 || Lr: 0.003965 || Task Loss: 0.2224 || KD Loss: 0.0672|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:14:38 || Estimated Time: 8:23:02
2023-07-15 07:19:31,908 semantic_segmentation INFO: Iters: 41730/50000 || Lr: 0.003961 || Task Loss: 0.2427 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:15:14 || Estimated Time: 8:22:25
2023-07-15 07:20:08,747 semantic_segmentation INFO: Iters: 41740/50000 || Lr: 0.003956 || Task Loss: 0.2415 || KD Loss: 0.0885|| 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: 1 day, 18:15:51 || Estimated Time: 8:21:49
2023-07-15 07:20:45,836 semantic_segmentation INFO: Iters: 41750/50000 || Lr: 0.003952 || Task Loss: 0.2557 || KD Loss: 0.0670|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:16:28 || Estimated Time: 8:21:12
2023-07-15 07:21:23,072 semantic_segmentation INFO: Iters: 41760/50000 || Lr: 0.003948 || Task Loss: 0.2514 || KD Loss: 0.0827|| 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 day, 18:17:06 || Estimated Time: 8:20:36
2023-07-15 07:21:59,837 semantic_segmentation INFO: Iters: 41770/50000 || Lr: 0.003943 || Task Loss: 0.2688 || KD Loss: 0.0916|| 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: 1 day, 18:17:42 || Estimated Time: 8:20:00
2023-07-15 07:22:37,131 semantic_segmentation INFO: Iters: 41780/50000 || Lr: 0.003939 || Task Loss: 0.2505 || KD Loss: 0.0720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:18:20 || Estimated Time: 8:19:24
2023-07-15 07:23:13,721 semantic_segmentation INFO: Iters: 41790/50000 || Lr: 0.003935 || Task Loss: 0.2179 || KD Loss: 0.0727|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:18:56 || Estimated Time: 8:18:47
2023-07-15 07:23:50,823 semantic_segmentation INFO: Iters: 41800/50000 || Lr: 0.003930 || Task Loss: 0.2202 || KD Loss: 0.0582|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:19:33 || Estimated Time: 8:18:11
2023-07-15 07:24:27,902 semantic_segmentation INFO: Iters: 41810/50000 || Lr: 0.003926 || Task Loss: 0.2047 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:20:10 || Estimated Time: 8:17:34
2023-07-15 07:25:04,655 semantic_segmentation INFO: Iters: 41820/50000 || Lr: 0.003922 || Task Loss: 0.4119 || KD Loss: 0.1185|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:20:47 || Estimated Time: 8:16:58
2023-07-15 07:25:41,462 semantic_segmentation INFO: Iters: 41830/50000 || Lr: 0.003917 || Task Loss: 0.2795 || KD Loss: 0.0998|| 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, 18:21:24 || Estimated Time: 8:16:22
2023-07-15 07:26:18,653 semantic_segmentation INFO: Iters: 41840/50000 || Lr: 0.003913 || Task Loss: 0.2793 || KD Loss: 0.1181|| 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 day, 18:22:01 || Estimated Time: 8:15:45
2023-07-15 07:26:55,357 semantic_segmentation INFO: Iters: 41850/50000 || Lr: 0.003909 || Task Loss: 0.2763 || KD Loss: 0.0724|| 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: 1 day, 18:22:38 || Estimated Time: 8:15:09
2023-07-15 07:27:32,314 semantic_segmentation INFO: Iters: 41860/50000 || Lr: 0.003905 || Task Loss: 0.2510 || KD Loss: 0.0651|| 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: 1 day, 18:23:15 || Estimated Time: 8:14:33
2023-07-15 07:28:09,369 semantic_segmentation INFO: Iters: 41870/50000 || Lr: 0.003900 || Task Loss: 0.2104 || KD Loss: 0.0774|| 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: 1 day, 18:23:52 || Estimated Time: 8:13:56
2023-07-15 07:28:46,179 semantic_segmentation INFO: Iters: 41880/50000 || Lr: 0.003896 || Task Loss: 0.1788 || KD Loss: 0.0621|| 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, 18:24:29 || Estimated Time: 8:13:20
2023-07-15 07:29:22,741 semantic_segmentation INFO: Iters: 41890/50000 || Lr: 0.003892 || Task Loss: 0.2665 || KD Loss: 0.0816|| 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: 1 day, 18:25:05 || Estimated Time: 8:12:43
2023-07-15 07:30:00,068 semantic_segmentation INFO: Iters: 41900/50000 || Lr: 0.003887 || Task Loss: 0.2633 || KD Loss: 0.1006|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:25:43 || Estimated Time: 8:12:07
2023-07-15 07:30:36,777 semantic_segmentation INFO: Iters: 41910/50000 || Lr: 0.003883 || Task Loss: 0.3482 || KD Loss: 0.0949|| 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: 1 day, 18:26:19 || Estimated Time: 8:11:31
2023-07-15 07:31:14,137 semantic_segmentation INFO: Iters: 41920/50000 || Lr: 0.003879 || Task Loss: 0.3137 || KD Loss: 0.1198|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:26:57 || Estimated Time: 8:10:54
2023-07-15 07:31:51,040 semantic_segmentation INFO: Iters: 41930/50000 || Lr: 0.003874 || Task Loss: 0.2391 || KD Loss: 0.0689|| 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: 1 day, 18:27:34 || Estimated Time: 8:10:18
2023-07-15 07:32:28,048 semantic_segmentation INFO: Iters: 41940/50000 || Lr: 0.003870 || Task Loss: 0.2760 || KD Loss: 0.0782|| 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 day, 18:28:11 || Estimated Time: 8:09:42
2023-07-15 07:33:05,319 semantic_segmentation INFO: Iters: 41950/50000 || Lr: 0.003866 || Task Loss: 0.1856 || KD Loss: 0.0545|| 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: 1 day, 18:28:48 || Estimated Time: 8:09:05
2023-07-15 07:33:41,865 semantic_segmentation INFO: Iters: 41960/50000 || Lr: 0.003861 || Task Loss: 0.2320 || KD Loss: 0.0755|| 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: 1 day, 18:29:24 || Estimated Time: 8:08:29
2023-07-15 07:34:18,791 semantic_segmentation INFO: Iters: 41970/50000 || Lr: 0.003857 || Task Loss: 0.2307 || KD Loss: 0.0650|| 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: 1 day, 18:30:01 || Estimated Time: 8:07:53
2023-07-15 07:34:55,658 semantic_segmentation INFO: Iters: 41980/50000 || Lr: 0.003853 || Task Loss: 0.2819 || KD Loss: 0.0746|| 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: 1 day, 18:30:38 || Estimated Time: 8:07:16
2023-07-15 07:35:32,988 semantic_segmentation INFO: Iters: 41990/50000 || Lr: 0.003848 || Task Loss: 0.2610 || KD Loss: 0.0871|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:31:15 || Estimated Time: 8:06:40
2023-07-15 07:36:09,918 semantic_segmentation INFO: Iters: 42000/50000 || Lr: 0.003844 || Task Loss: 0.2724 || KD Loss: 0.0953|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:31:52 || Estimated Time: 8:06:04
2023-07-15 07:36:46,726 semantic_segmentation INFO: Iters: 42010/50000 || Lr: 0.003840 || Task Loss: 0.3553 || KD Loss: 0.0958|| 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: 1 day, 18:32:29 || Estimated Time: 8:05:27
2023-07-15 07:37:23,619 semantic_segmentation INFO: Iters: 42020/50000 || Lr: 0.003835 || Task Loss: 0.2037 || KD Loss: 0.0570|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:33:06 || Estimated Time: 8:04:51
2023-07-15 07:38:00,515 semantic_segmentation INFO: Iters: 42030/50000 || Lr: 0.003831 || Task Loss: 0.3001 || KD Loss: 0.0902|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 8:04:14
2023-07-15 07:38:37,596 semantic_segmentation INFO: Iters: 42040/50000 || Lr: 0.003827 || Task Loss: 0.2587 || KD Loss: 0.0783|| 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 day, 18:34:20 || Estimated Time: 8:03:38
2023-07-15 07:39:14,468 semantic_segmentation INFO: Iters: 42050/50000 || Lr: 0.003822 || Task Loss: 0.2411 || KD Loss: 0.0914|| 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: 1 day, 18:34:57 || Estimated Time: 8:03:02
2023-07-15 07:39:51,533 semantic_segmentation INFO: Iters: 42060/50000 || Lr: 0.003818 || Task Loss: 0.2790 || KD Loss: 0.1191|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:35:34 || Estimated Time: 8:02:25
2023-07-15 07:40:28,534 semantic_segmentation INFO: Iters: 42070/50000 || Lr: 0.003814 || Task Loss: 0.2822 || KD Loss: 0.0625|| 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 day, 18:36:11 || Estimated Time: 8:01:49
2023-07-15 07:41:05,365 semantic_segmentation INFO: Iters: 42080/50000 || Lr: 0.003809 || Task Loss: 0.1885 || KD Loss: 0.0910|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:36:48 || Estimated Time: 8:01:13
2023-07-15 07:41:42,391 semantic_segmentation INFO: Iters: 42090/50000 || Lr: 0.003805 || Task Loss: 0.3359 || KD Loss: 0.1200|| 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: 1 day, 18:37:25 || Estimated Time: 8:00:36
2023-07-15 07:42:19,389 semantic_segmentation INFO: Iters: 42100/50000 || Lr: 0.003801 || Task Loss: 0.3125 || KD Loss: 0.0983|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:38:02 || Estimated Time: 8:00:00
2023-07-15 07:42:56,442 semantic_segmentation INFO: Iters: 42110/50000 || Lr: 0.003796 || Task Loss: 0.2177 || KD Loss: 0.0795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:38:39 || Estimated Time: 7:59:24
2023-07-15 07:43:33,207 semantic_segmentation INFO: Iters: 42120/50000 || Lr: 0.003792 || Task Loss: 0.2724 || KD Loss: 0.0844|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:39:16 || Estimated Time: 7:58:47
2023-07-15 07:44:10,492 semantic_segmentation INFO: Iters: 42130/50000 || Lr: 0.003788 || Task Loss: 0.3643 || KD Loss: 0.0990|| 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: 1 day, 18:39:53 || Estimated Time: 7:58:11
2023-07-15 07:44:47,030 semantic_segmentation INFO: Iters: 42140/50000 || Lr: 0.003783 || Task Loss: 0.2136 || KD Loss: 0.0651|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:40:30 || Estimated Time: 7:57:35
2023-07-15 07:45:23,846 semantic_segmentation INFO: Iters: 42150/50000 || Lr: 0.003779 || Task Loss: 0.2428 || KD Loss: 0.0773|| 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: 1 day, 18:41:06 || Estimated Time: 7:56:58
2023-07-15 07:46:00,590 semantic_segmentation INFO: Iters: 42160/50000 || Lr: 0.003775 || Task Loss: 0.2421 || KD Loss: 0.0752|| 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: 1 day, 18:41:43 || Estimated Time: 7:56:22
2023-07-15 07:46:37,413 semantic_segmentation INFO: Iters: 42170/50000 || Lr: 0.003770 || Task Loss: 0.2721 || KD Loss: 0.0725|| 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: 1 day, 18:42:20 || Estimated Time: 7:55:45
2023-07-15 07:47:14,237 semantic_segmentation INFO: Iters: 42180/50000 || Lr: 0.003766 || Task Loss: 0.2689 || KD Loss: 0.0906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:42:57 || Estimated Time: 7:55:09
2023-07-15 07:47:51,362 semantic_segmentation INFO: Iters: 42190/50000 || Lr: 0.003762 || Task Loss: 0.3627 || KD Loss: 0.1173|| 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: 1 day, 18:43:34 || Estimated Time: 7:54:33
2023-07-15 07:48:28,044 semantic_segmentation INFO: Iters: 42200/50000 || Lr: 0.003757 || Task Loss: 0.2396 || KD Loss: 0.0784|| 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: 1 day, 18:44:11 || Estimated Time: 7:53:56
2023-07-15 07:49:05,373 semantic_segmentation INFO: Iters: 42210/50000 || Lr: 0.003753 || Task Loss: 0.3195 || KD Loss: 0.1128|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 7:53:20
2023-07-15 07:49:42,310 semantic_segmentation INFO: Iters: 42220/50000 || Lr: 0.003749 || Task Loss: 0.2571 || KD Loss: 0.0873|| 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: 1 day, 18:45:25 || Estimated Time: 7:52:44
2023-07-15 07:50:19,315 semantic_segmentation INFO: Iters: 42230/50000 || Lr: 0.003744 || Task Loss: 0.3460 || KD Loss: 0.1234|| 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: 1 day, 18:46:02 || Estimated Time: 7:52:07
2023-07-15 07:50:56,069 semantic_segmentation INFO: Iters: 42240/50000 || Lr: 0.003740 || Task Loss: 0.2257 || KD Loss: 0.0790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:46:39 || Estimated Time: 7:51:31
2023-07-15 07:51:33,181 semantic_segmentation INFO: Iters: 42250/50000 || Lr: 0.003736 || Task Loss: 0.2933 || KD Loss: 0.0837|| 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: 1 day, 18:47:16 || Estimated Time: 7:50:54
2023-07-15 07:52:10,123 semantic_segmentation INFO: Iters: 42260/50000 || Lr: 0.003731 || Task Loss: 0.2589 || KD Loss: 0.0768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:47:53 || Estimated Time: 7:50:18
2023-07-15 07:52:47,033 semantic_segmentation INFO: Iters: 42270/50000 || Lr: 0.003727 || Task Loss: 0.2563 || KD Loss: 0.0898|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:48:30 || Estimated Time: 7:49:42
2023-07-15 07:53:24,116 semantic_segmentation INFO: Iters: 42280/50000 || Lr: 0.003723 || Task Loss: 0.3688 || KD Loss: 0.1417|| 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: 1 day, 18:49:07 || Estimated Time: 7:49:05
2023-07-15 07:54:01,039 semantic_segmentation INFO: Iters: 42290/50000 || Lr: 0.003718 || Task Loss: 0.3314 || KD Loss: 0.0826|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0922|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:49:44 || Estimated Time: 7:48:29
2023-07-15 07:54:38,294 semantic_segmentation INFO: Iters: 42300/50000 || Lr: 0.003714 || Task Loss: 0.3740 || KD Loss: 0.1104|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:50:21 || Estimated Time: 7:47:53
2023-07-15 07:55:14,874 semantic_segmentation INFO: Iters: 42310/50000 || Lr: 0.003710 || Task Loss: 0.2682 || KD Loss: 0.0694|| 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: 1 day, 18:50:57 || Estimated Time: 7:47:16
2023-07-15 07:55:51,573 semantic_segmentation INFO: Iters: 42320/50000 || Lr: 0.003705 || Task Loss: 0.2936 || KD Loss: 0.0861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:51:34 || Estimated Time: 7:46:40
2023-07-15 07:56:28,541 semantic_segmentation INFO: Iters: 42330/50000 || Lr: 0.003701 || Task Loss: 0.3139 || KD Loss: 0.0839|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:52:11 || Estimated Time: 7:46:03
2023-07-15 07:57:05,473 semantic_segmentation INFO: Iters: 42340/50000 || Lr: 0.003697 || Task Loss: 0.2612 || KD Loss: 0.0665|| 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: 1 day, 18:52:48 || Estimated Time: 7:45:27
2023-07-15 07:57:42,759 semantic_segmentation INFO: Iters: 42350/50000 || Lr: 0.003692 || Task Loss: 0.1875 || KD Loss: 0.0555|| 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: 1 day, 18:53:25 || Estimated Time: 7:44:51
2023-07-15 07:58:19,456 semantic_segmentation INFO: Iters: 42360/50000 || Lr: 0.003688 || Task Loss: 0.2246 || KD Loss: 0.0736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1166|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:54:02 || Estimated Time: 7:44:14
2023-07-15 07:58:56,523 semantic_segmentation INFO: Iters: 42370/50000 || Lr: 0.003684 || Task Loss: 0.2365 || KD Loss: 0.0740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:54:39 || Estimated Time: 7:43:38
2023-07-15 07:59:33,754 semantic_segmentation INFO: Iters: 42380/50000 || Lr: 0.003679 || Task Loss: 0.3567 || KD Loss: 0.1420|| 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: 1 day, 18:55:16 || Estimated Time: 7:43:02
2023-07-15 08:00:10,678 semantic_segmentation INFO: Iters: 42390/50000 || Lr: 0.003675 || Task Loss: 0.3142 || KD Loss: 0.0879|| 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 day, 18:55:53 || Estimated Time: 7:42:25
2023-07-15 08:00:47,868 semantic_segmentation INFO: Iters: 42400/50000 || Lr: 0.003671 || Task Loss: 0.1994 || KD Loss: 0.0615|| 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 day, 18:56:30 || Estimated Time: 7:41:49
2023-07-15 08:00:47,946 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-15 08:00:48,568 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.969, mIoU: 0.389
2023-07-15 08:00:48,703 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.455
2023-07-15 08:00:48,837 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.968, mIoU: 0.470
2023-07-15 08:00:48,969 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.504
2023-07-15 08:00:49,102 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.968, mIoU: 0.495
2023-07-15 08:00:49,237 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.969, mIoU: 0.500
2023-07-15 08:00:49,368 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.495
2023-07-15 08:00:49,501 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.530
2023-07-15 08:00:49,637 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.568
2023-07-15 08:00:49,768 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.961, mIoU: 0.605
2023-07-15 08:00:49,902 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.613
2023-07-15 08:00:50,038 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.637
2023-07-15 08:00:50,172 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.955, mIoU: 0.647
2023-07-15 08:00:50,305 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.637
2023-07-15 08:00:50,439 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.953, mIoU: 0.633
2023-07-15 08:00:50,571 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.621
2023-07-15 08:00:50,704 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.950, mIoU: 0.623
2023-07-15 08:00:50,840 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.950, mIoU: 0.623
2023-07-15 08:00:50,971 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.627
2023-07-15 08:00:51,103 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.948, mIoU: 0.634
2023-07-15 08:00:51,238 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.634
2023-07-15 08:00:51,371 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.944, mIoU: 0.642
2023-07-15 08:00:51,503 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.944, mIoU: 0.644
2023-07-15 08:00:51,635 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.944, mIoU: 0.652
2023-07-15 08:00:51,767 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-15 08:00:51,900 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-15 08:00:52,031 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.942, mIoU: 0.659
2023-07-15 08:00:52,165 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-15 08:00:52,298 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.941, mIoU: 0.659
2023-07-15 08:00:52,427 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.940, mIoU: 0.669
2023-07-15 08:00:52,561 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.940, mIoU: 0.667
2023-07-15 08:00:52,697 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.940, mIoU: 0.664
2023-07-15 08:00:52,829 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.941, mIoU: 0.666
2023-07-15 08:00:52,964 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.940, mIoU: 0.665
2023-07-15 08:00:53,100 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.940, mIoU: 0.666
2023-07-15 08:00:53,231 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.940, mIoU: 0.663
2023-07-15 08:00:53,364 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.939, mIoU: 0.660
2023-07-15 08:00:53,499 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.939, mIoU: 0.660
2023-07-15 08:00:53,629 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.938, mIoU: 0.655
2023-07-15 08:00:53,760 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.939, mIoU: 0.656
2023-07-15 08:00:53,894 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.939, mIoU: 0.654
2023-07-15 08:00:54,026 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 08:00:54,158 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 08:00:54,287 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.941, mIoU: 0.655
2023-07-15 08:00:54,421 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.941, mIoU: 0.654
2023-07-15 08:00:54,554 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.941, mIoU: 0.654
2023-07-15 08:00:54,684 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.942, mIoU: 0.655
2023-07-15 08:00:54,818 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.942, mIoU: 0.654
2023-07-15 08:00:54,952 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.943, mIoU: 0.659
2023-07-15 08:00:55,084 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.942, mIoU: 0.661
2023-07-15 08:00:55,219 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.942, mIoU: 0.660
2023-07-15 08:00:55,354 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.941, mIoU: 0.660
2023-07-15 08:00:55,486 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.941, mIoU: 0.661
2023-07-15 08:00:55,620 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-15 08:00:55,755 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.939, mIoU: 0.661
2023-07-15 08:00:55,887 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.938, mIoU: 0.657
2023-07-15 08:00:56,020 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.939, mIoU: 0.657
2023-07-15 08:00:56,155 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.939, mIoU: 0.664
2023-07-15 08:00:56,286 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.939, mIoU: 0.666
2023-07-15 08:00:56,417 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.939, mIoU: 0.664
2023-07-15 08:00:56,551 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.939, mIoU: 0.668
2023-07-15 08:00:56,683 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.939, mIoU: 0.670
2023-07-15 08:00:56,814 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-15 08:00:56,942 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-15 08:00:57,076 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.938, mIoU: 0.668
2023-07-15 08:00:57,210 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.938, mIoU: 0.669
2023-07-15 08:00:57,341 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.937, mIoU: 0.668
2023-07-15 08:00:57,475 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.937, mIoU: 0.669
2023-07-15 08:00:57,610 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.937, mIoU: 0.667
2023-07-15 08:00:57,742 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.937, mIoU: 0.668
2023-07-15 08:00:57,877 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.938, mIoU: 0.668
2023-07-15 08:00:58,013 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.938, mIoU: 0.666
2023-07-15 08:00:58,146 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.938, mIoU: 0.663
2023-07-15 08:00:58,280 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.938, mIoU: 0.663
2023-07-15 08:00:58,416 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.938, mIoU: 0.663
2023-07-15 08:00:58,548 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.938, mIoU: 0.662
2023-07-15 08:00:58,682 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.938, mIoU: 0.662
2023-07-15 08:00:58,817 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.938, mIoU: 0.662
2023-07-15 08:00:58,948 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.938, mIoU: 0.661
2023-07-15 08:00:59,081 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.938, mIoU: 0.663
2023-07-15 08:00:59,211 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.938, mIoU: 0.665
2023-07-15 08:00:59,345 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.938, mIoU: 0.665
2023-07-15 08:00:59,477 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.938, mIoU: 0.664
2023-07-15 08:00:59,603 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.937, mIoU: 0.663
2023-07-15 08:00:59,736 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.934, mIoU: 0.659
2023-07-15 08:00:59,871 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.934, mIoU: 0.659
2023-07-15 08:01:00,003 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.934, mIoU: 0.660
2023-07-15 08:01:00,139 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.935, mIoU: 0.660
2023-07-15 08:01:00,272 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.935, mIoU: 0.659
2023-07-15 08:01:00,403 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.935, mIoU: 0.658
2023-07-15 08:01:00,537 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.935, mIoU: 0.659
2023-07-15 08:01:00,672 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.935, mIoU: 0.677
2023-07-15 08:01:00,805 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.935, mIoU: 0.677
2023-07-15 08:01:00,939 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.935, mIoU: 0.677
2023-07-15 08:01:01,074 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.936, mIoU: 0.677
2023-07-15 08:01:01,207 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.936, mIoU: 0.677
2023-07-15 08:01:01,341 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.936, mIoU: 0.678
2023-07-15 08:01:01,473 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.936, mIoU: 0.677
2023-07-15 08:01:01,606 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.936, mIoU: 0.677
2023-07-15 08:01:01,739 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.935, mIoU: 0.677
2023-07-15 08:01:01,867 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.934, mIoU: 0.677
2023-07-15 08:01:02,001 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.933, mIoU: 0.675
2023-07-15 08:01:02,133 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.933, mIoU: 0.675
2023-07-15 08:01:02,261 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.933, mIoU: 0.675
2023-07-15 08:01:02,395 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.934, mIoU: 0.675
2023-07-15 08:01:02,530 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.934, mIoU: 0.675
2023-07-15 08:01:02,661 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.934, mIoU: 0.675
2023-07-15 08:01:02,796 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.934, mIoU: 0.676
2023-07-15 08:01:02,932 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.934, mIoU: 0.675
2023-07-15 08:01:03,063 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.934, mIoU: 0.674
2023-07-15 08:01:03,195 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.934, mIoU: 0.675
2023-07-15 08:01:03,328 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.934, mIoU: 0.674
2023-07-15 08:01:03,459 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.934, mIoU: 0.674
2023-07-15 08:01:03,590 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.934, mIoU: 0.673
2023-07-15 08:01:03,720 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.934, mIoU: 0.673
2023-07-15 08:01:03,852 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.934, mIoU: 0.673
2023-07-15 08:01:03,984 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.934, mIoU: 0.670
2023-07-15 08:01:04,112 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.934, mIoU: 0.669
2023-07-15 08:01:04,244 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.934, mIoU: 0.671
2023-07-15 08:01:04,378 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.934, mIoU: 0.671
2023-07-15 08:01:04,507 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.934, mIoU: 0.671
2023-07-15 08:01:04,642 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.934, mIoU: 0.670
2023-07-15 08:01:04,777 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.934, mIoU: 0.670
2023-07-15 08:01:04,907 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.934, mIoU: 0.673
2023-07-15 08:01:05,040 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.934, mIoU: 0.673
2023-07-15 08:01:05,173 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.934, mIoU: 0.676
2023-07-15 08:01:05,303 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.934, mIoU: 0.678
2023-07-15 08:01:05,433 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.934, mIoU: 0.678
2023-07-15 08:01:05,561 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.934, mIoU: 0.677
2023-07-15 08:01:05,705 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.935, mIoU: 0.677
2023-07-15 08:01:05,850 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.935, mIoU: 0.677
2023-07-15 08:01:05,994 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.935, mIoU: 0.677
2023-07-15 08:01:06,140 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.935, mIoU: 0.676
2023-07-15 08:01:06,283 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.935, mIoU: 0.676
2023-07-15 08:01:06,425 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.935, mIoU: 0.675
2023-07-15 08:01:06,567 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.936, mIoU: 0.675
2023-07-15 08:01:06,711 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.936, mIoU: 0.675
2023-07-15 08:01:06,855 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.935, mIoU: 0.670
2023-07-15 08:01:06,995 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.935, mIoU: 0.671
2023-07-15 08:01:07,138 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.935, mIoU: 0.670
2023-07-15 08:01:07,282 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.935, mIoU: 0.669
2023-07-15 08:01:07,425 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.935, mIoU: 0.669
2023-07-15 08:01:07,569 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.935, mIoU: 0.668
2023-07-15 08:01:07,710 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.935, mIoU: 0.668
2023-07-15 08:01:07,850 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.935, mIoU: 0.667
2023-07-15 08:01:07,990 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.935, mIoU: 0.670
2023-07-15 08:01:08,131 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.935, mIoU: 0.670
2023-07-15 08:01:08,269 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.935, mIoU: 0.669
2023-07-15 08:01:08,407 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.935, mIoU: 0.669
2023-07-15 08:01:08,544 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.935, mIoU: 0.669
2023-07-15 08:01:08,680 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.935, mIoU: 0.670
2023-07-15 08:01:08,816 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.935, mIoU: 0.670
2023-07-15 08:01:08,952 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.935, mIoU: 0.670
2023-07-15 08:01:09,089 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.935, mIoU: 0.670
2023-07-15 08:01:09,225 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.935, mIoU: 0.671
2023-07-15 08:01:09,364 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.935, mIoU: 0.671
2023-07-15 08:01:09,502 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.935, mIoU: 0.671
2023-07-15 08:01:09,636 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.935, mIoU: 0.671
2023-07-15 08:01:09,774 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.935, mIoU: 0.671
2023-07-15 08:01:09,912 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.935, mIoU: 0.670
2023-07-15 08:01:10,047 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.935, mIoU: 0.670
2023-07-15 08:01:10,181 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.935, mIoU: 0.667
2023-07-15 08:01:10,318 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.935, mIoU: 0.666
2023-07-15 08:01:10,452 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.935, mIoU: 0.667
2023-07-15 08:01:10,585 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.935, mIoU: 0.667
2023-07-15 08:01:10,721 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.935, mIoU: 0.666
2023-07-15 08:01:10,853 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.935, mIoU: 0.667
2023-07-15 08:01:10,989 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.935, mIoU: 0.667
2023-07-15 08:01:11,125 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.935, mIoU: 0.667
2023-07-15 08:01:11,259 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-15 08:01:11,393 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-15 08:01:11,529 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-15 08:01:11,661 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-15 08:01:11,796 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-15 08:01:11,932 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-15 08:01:12,065 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-15 08:01:12,197 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-15 08:01:12,328 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-15 08:01:12,462 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.936, mIoU: 0.667
2023-07-15 08:01:12,596 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.936, mIoU: 0.667
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2023-07-15 08:01:39,256 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.940, mIoU: 0.662
2023-07-15 08:01:39,392 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.940, mIoU: 0.662
2023-07-15 08:01:39,525 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-15 08:01:39,659 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-15 08:01:39,795 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-15 08:01:39,927 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-15 08:01:40,063 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-15 08:01:40,200 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.941, mIoU: 0.664
2023-07-15 08:01:40,332 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.941, mIoU: 0.664
2023-07-15 08:01:40,467 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.941, mIoU: 0.665
2023-07-15 08:01:40,604 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.941, mIoU: 0.664
2023-07-15 08:01:40,737 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.941, mIoU: 0.665
2023-07-15 08:01:40,869 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.941, mIoU: 0.665
2023-07-15 08:01:41,001 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.941, mIoU: 0.665
2023-07-15 08:01:41,141 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.941, mIoU: 0.666
2023-07-15 08:01:41,280 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.941, mIoU: 0.666
2023-07-15 08:01:41,418 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.941, mIoU: 0.666
2023-07-15 08:01:41,557 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.942, mIoU: 0.666
2023-07-15 08:01:41,696 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.942, mIoU: 0.666
2023-07-15 08:01:41,837 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.942, mIoU: 0.666
2023-07-15 08:01:41,975 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.942, mIoU: 0.666
2023-07-15 08:01:42,115 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.942, mIoU: 0.666
2023-07-15 08:01:42,255 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.942, mIoU: 0.666
2023-07-15 08:01:42,392 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.942, mIoU: 0.666
2023-07-15 08:01:42,527 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.942, mIoU: 0.666
2023-07-15 08:01:42,664 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.942, mIoU: 0.666
2023-07-15 08:01:42,799 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.942, mIoU: 0.666
2023-07-15 08:01:42,936 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.942, mIoU: 0.666
2023-07-15 08:01:43,075 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.942, mIoU: 0.667
2023-07-15 08:01:43,210 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.942, mIoU: 0.667
2023-07-15 08:01:43,349 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.942, mIoU: 0.667
2023-07-15 08:01:43,488 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-15 08:01:43,624 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-15 08:01:43,759 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-15 08:01:43,893 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-15 08:01:44,025 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.943, mIoU: 0.668
2023-07-15 08:01:44,163 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.943, mIoU: 0.668
2023-07-15 08:01:44,301 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.943, mIoU: 0.668
2023-07-15 08:01:44,436 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.943, mIoU: 0.668
2023-07-15 08:01:44,572 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.943, mIoU: 0.668
2023-07-15 08:01:44,710 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.943, mIoU: 0.668
2023-07-15 08:01:44,844 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.943, mIoU: 0.668
2023-07-15 08:01:44,979 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.943, mIoU: 0.668
2023-07-15 08:01:45,116 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.943, mIoU: 0.668
2023-07-15 08:01:45,251 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.943, mIoU: 0.669
2023-07-15 08:01:45,387 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.943, mIoU: 0.669
2023-07-15 08:01:45,524 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.943, mIoU: 0.669
2023-07-15 08:01:45,661 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.943, mIoU: 0.669
2023-07-15 08:01:45,799 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.943, mIoU: 0.669
2023-07-15 08:01:45,937 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.943, mIoU: 0.669
2023-07-15 08:01:46,073 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.943, mIoU: 0.669
2023-07-15 08:01:46,212 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-15 08:01:46,351 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-15 08:01:46,486 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-15 08:01:46,623 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-15 08:01:46,762 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-15 08:01:46,898 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-15 08:01:47,035 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-15 08:01:47,171 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-15 08:01:47,304 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-15 08:01:47,440 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-15 08:01:47,577 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-15 08:01:47,712 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-15 08:01:47,848 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-15 08:01:47,985 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-15 08:01:48,120 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-15 08:01:48,257 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-15 08:01:48,394 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-15 08:01:48,529 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-15 08:01:48,667 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-15 08:01:48,805 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-15 08:01:48,938 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.945, mIoU: 0.670
2023-07-15 08:01:49,078 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.945, mIoU: 0.670
2023-07-15 08:01:49,214 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.945, mIoU: 0.670
2023-07-15 08:01:49,348 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.945, mIoU: 0.670
2023-07-15 08:01:49,482 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.945, mIoU: 0.670
2023-07-15 08:01:49,617 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.945, mIoU: 0.670
2023-07-15 08:01:49,750 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.945, mIoU: 0.670
2023-07-15 08:01:49,883 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.945, mIoU: 0.671
2023-07-15 08:01:50,018 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.945, mIoU: 0.671
2023-07-15 08:01:50,152 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.945, mIoU: 0.671
2023-07-15 08:01:50,285 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 08:01:50,418 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 08:01:50,548 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 08:01:50,682 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 08:01:50,816 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 08:01:50,951 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 08:01:51,085 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 08:01:51,218 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 08:01:51,353 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 08:01:51,487 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.945, mIoU: 0.673
2023-07-15 08:01:51,618 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.945, mIoU: 0.673
2023-07-15 08:01:51,753 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.945, mIoU: 0.673
2023-07-15 08:01:51,889 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.945, mIoU: 0.673
2023-07-15 08:01:52,020 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 08:01:52,156 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 08:01:52,291 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 08:01:52,425 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 08:01:52,558 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 08:01:52,694 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 08:01:52,827 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 08:01:52,963 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 08:01:53,099 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 08:01:53,233 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 08:01:53,370 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 08:01:53,507 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.946, mIoU: 0.672
2023-07-15 08:01:53,642 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.946, mIoU: 0.672
2023-07-15 08:01:53,780 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 08:01:53,918 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 08:01:54,051 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 08:01:54,185 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 08:01:54,320 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 08:01:54,455 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 08:01:54,590 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 08:01:54,723 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 08:01:54,858 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 08:01:54,992 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 08:01:55,123 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 08:01:55,260 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.946, mIoU: 0.674
2023-07-15 08:01:55,396 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.946, mIoU: 0.674
2023-07-15 08:01:55,529 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.946, mIoU: 0.674
2023-07-15 08:01:55,666 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.946, mIoU: 0.674
2023-07-15 08:01:55,802 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.946, mIoU: 0.674
2023-07-15 08:01:55,935 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.946, mIoU: 0.674
2023-07-15 08:02:33,200 semantic_segmentation INFO: Iters: 42410/50000 || Lr: 0.003666 || Task Loss: 0.2449 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 7:41:25
2023-07-15 08:03:10,261 semantic_segmentation INFO: Iters: 42420/50000 || Lr: 0.003662 || Task Loss: 0.2426 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 18:58:53 || Estimated Time: 7:40:48
2023-07-15 08:03:47,130 semantic_segmentation INFO: Iters: 42430/50000 || Lr: 0.003658 || Task Loss: 0.2812 || KD Loss: 0.0980|| 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: 1 day, 18:59:30 || Estimated Time: 7:40:12
2023-07-15 08:04:24,583 semantic_segmentation INFO: Iters: 42440/50000 || Lr: 0.003653 || Task Loss: 0.1843 || KD Loss: 0.0576|| 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 day, 19:00:07 || Estimated Time: 7:39:36
2023-07-15 08:05:01,376 semantic_segmentation INFO: Iters: 42450/50000 || Lr: 0.003649 || Task Loss: 0.3286 || KD Loss: 0.1099|| 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 day, 19:00:44 || Estimated Time: 7:38:59
2023-07-15 08:05:38,424 semantic_segmentation INFO: Iters: 42460/50000 || Lr: 0.003645 || Task Loss: 0.2343 || KD Loss: 0.0725|| 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: 1 day, 19:01:21 || Estimated Time: 7:38:23
2023-07-15 08:06:15,346 semantic_segmentation INFO: Iters: 42470/50000 || Lr: 0.003640 || Task Loss: 0.2593 || KD Loss: 0.0784|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1128|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:01:58 || Estimated Time: 7:37:47
2023-07-15 08:06:52,402 semantic_segmentation INFO: Iters: 42480/50000 || Lr: 0.003636 || Task Loss: 0.2172 || KD Loss: 0.0589|| 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: 1 day, 19:02:35 || Estimated Time: 7:37:10
2023-07-15 08:07:29,172 semantic_segmentation INFO: Iters: 42490/50000 || Lr: 0.003631 || Task Loss: 0.2238 || KD Loss: 0.0552|| 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: 1 day, 19:03:12 || Estimated Time: 7:36:34
2023-07-15 08:08:06,145 semantic_segmentation INFO: Iters: 42500/50000 || Lr: 0.003627 || Task Loss: 0.2557 || KD Loss: 0.0585|| 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, 19:03:49 || Estimated Time: 7:35:57
2023-07-15 08:08:43,211 semantic_segmentation INFO: Iters: 42510/50000 || Lr: 0.003623 || Task Loss: 0.2164 || KD Loss: 0.0550|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:04:26 || Estimated Time: 7:35:21
2023-07-15 08:09:20,108 semantic_segmentation INFO: Iters: 42520/50000 || Lr: 0.003618 || Task Loss: 0.2672 || KD Loss: 0.0665|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:05:03 || Estimated Time: 7:34:45
2023-07-15 08:09:57,244 semantic_segmentation INFO: Iters: 42530/50000 || Lr: 0.003614 || Task Loss: 0.2319 || KD Loss: 0.0735|| 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 day, 19:05:40 || Estimated Time: 7:34:08
2023-07-15 08:10:33,875 semantic_segmentation INFO: Iters: 42540/50000 || Lr: 0.003610 || Task Loss: 0.4626 || KD Loss: 0.1562|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:06:16 || Estimated Time: 7:33:32
2023-07-15 08:11:10,338 semantic_segmentation INFO: Iters: 42550/50000 || Lr: 0.003605 || Task Loss: 0.3574 || KD Loss: 0.0992|| 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: 1 day, 19:06:53 || Estimated Time: 7:32:55
2023-07-15 08:11:47,917 semantic_segmentation INFO: Iters: 42560/50000 || Lr: 0.003601 || Task Loss: 0.3564 || KD Loss: 0.0944|| 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 day, 19:07:30 || Estimated Time: 7:32:19
2023-07-15 08:12:24,596 semantic_segmentation INFO: Iters: 42570/50000 || Lr: 0.003597 || Task Loss: 0.2154 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:08:07 || Estimated Time: 7:31:43
2023-07-15 08:13:01,521 semantic_segmentation INFO: Iters: 42580/50000 || Lr: 0.003592 || Task Loss: 0.2210 || KD Loss: 0.0693|| 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: 1 day, 19:08:44 || Estimated Time: 7:31:06
2023-07-15 08:13:38,675 semantic_segmentation INFO: Iters: 42590/50000 || Lr: 0.003588 || Task Loss: 0.2368 || KD Loss: 0.0704|| 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: 1 day, 19:09:21 || Estimated Time: 7:30:30
2023-07-15 08:14:15,635 semantic_segmentation INFO: Iters: 42600/50000 || Lr: 0.003584 || Task Loss: 0.2569 || KD Loss: 0.0578|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:09:58 || Estimated Time: 7:29:53
2023-07-15 08:14:52,874 semantic_segmentation INFO: Iters: 42610/50000 || Lr: 0.003579 || Task Loss: 0.2204 || KD Loss: 0.0656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:10:35 || Estimated Time: 7:29:17
2023-07-15 08:15:30,266 semantic_segmentation INFO: Iters: 42620/50000 || Lr: 0.003575 || Task Loss: 0.3088 || KD Loss: 0.0784|| 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 day, 19:11:13 || Estimated Time: 7:28:41
2023-07-15 08:16:06,790 semantic_segmentation INFO: Iters: 42630/50000 || Lr: 0.003571 || Task Loss: 0.2251 || KD Loss: 0.0946|| 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: 1 day, 19:11:49 || Estimated Time: 7:28:04
2023-07-15 08:16:43,812 semantic_segmentation INFO: Iters: 42640/50000 || Lr: 0.003566 || Task Loss: 0.3389 || KD Loss: 0.0904|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:12:26 || Estimated Time: 7:27:28
2023-07-15 08:17:21,199 semantic_segmentation INFO: Iters: 42650/50000 || Lr: 0.003562 || Task Loss: 0.2808 || KD Loss: 0.1132|| 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: 1 day, 19:13:04 || Estimated Time: 7:26:52
2023-07-15 08:17:57,864 semantic_segmentation INFO: Iters: 42660/50000 || Lr: 0.003557 || Task Loss: 0.2899 || KD Loss: 0.0860|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:13:40 || Estimated Time: 7:26:15
2023-07-15 08:18:35,118 semantic_segmentation INFO: Iters: 42670/50000 || Lr: 0.003553 || Task Loss: 0.3429 || KD Loss: 0.1036|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:14:18 || Estimated Time: 7:25:39
2023-07-15 08:19:12,229 semantic_segmentation INFO: Iters: 42680/50000 || Lr: 0.003549 || Task Loss: 0.2859 || KD Loss: 0.0906|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:14:55 || Estimated Time: 7:25:02
2023-07-15 08:19:48,962 semantic_segmentation INFO: Iters: 42690/50000 || Lr: 0.003544 || Task Loss: 0.2967 || KD Loss: 0.0886|| 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: 1 day, 19:15:31 || Estimated Time: 7:24:26
2023-07-15 08:20:25,607 semantic_segmentation INFO: Iters: 42700/50000 || Lr: 0.003540 || Task Loss: 0.2698 || KD Loss: 0.0884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:16:08 || Estimated Time: 7:23:50
2023-07-15 08:21:02,430 semantic_segmentation INFO: Iters: 42710/50000 || Lr: 0.003536 || Task Loss: 0.2477 || KD Loss: 0.0754|| 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: 1 day, 19:16:45 || Estimated Time: 7:23:13
2023-07-15 08:21:39,594 semantic_segmentation INFO: Iters: 42720/50000 || Lr: 0.003531 || Task Loss: 0.2162 || KD Loss: 0.0520|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:17:22 || Estimated Time: 7:22:37
2023-07-15 08:22:16,551 semantic_segmentation INFO: Iters: 42730/50000 || Lr: 0.003527 || Task Loss: 0.3416 || KD Loss: 0.0890|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:17:59 || Estimated Time: 7:22:00
2023-07-15 08:22:53,301 semantic_segmentation INFO: Iters: 42740/50000 || Lr: 0.003523 || Task Loss: 0.2253 || KD Loss: 0.0738|| 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, 19:18:36 || Estimated Time: 7:21:24
2023-07-15 08:23:30,507 semantic_segmentation INFO: Iters: 42750/50000 || Lr: 0.003518 || Task Loss: 0.3200 || KD Loss: 0.1015|| 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: 1 day, 19:19:13 || Estimated Time: 7:20:48
2023-07-15 08:24:07,400 semantic_segmentation INFO: Iters: 42760/50000 || Lr: 0.003514 || Task Loss: 0.2624 || KD Loss: 0.0839|| 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: 1 day, 19:19:50 || Estimated Time: 7:20:11
2023-07-15 08:24:44,372 semantic_segmentation INFO: Iters: 42770/50000 || Lr: 0.003509 || Task Loss: 0.4102 || KD Loss: 0.1313|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:20:27 || Estimated Time: 7:19:35
2023-07-15 08:25:21,032 semantic_segmentation INFO: Iters: 42780/50000 || Lr: 0.003505 || Task Loss: 0.1840 || KD Loss: 0.0630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:21:04 || Estimated Time: 7:18:58
2023-07-15 08:25:58,358 semantic_segmentation INFO: Iters: 42790/50000 || Lr: 0.003501 || Task Loss: 0.2045 || KD Loss: 0.0604|| 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 day, 19:21:41 || Estimated Time: 7:18:22
2023-07-15 08:26:35,044 semantic_segmentation INFO: Iters: 42800/50000 || Lr: 0.003496 || Task Loss: 0.1635 || KD Loss: 0.0529|| 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 day, 19:22:18 || Estimated Time: 7:17:45
2023-07-15 08:27:12,292 semantic_segmentation INFO: Iters: 42810/50000 || Lr: 0.003492 || Task Loss: 0.1542 || KD Loss: 0.0646|| 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 day, 19:22:55 || Estimated Time: 7:17:09
2023-07-15 08:27:49,245 semantic_segmentation INFO: Iters: 42820/50000 || Lr: 0.003488 || Task Loss: 0.2697 || KD Loss: 0.0889|| 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 day, 19:23:32 || Estimated Time: 7:16:33
2023-07-15 08:28:26,152 semantic_segmentation INFO: Iters: 42830/50000 || Lr: 0.003483 || Task Loss: 0.3092 || KD Loss: 0.1030|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:24:09 || Estimated Time: 7:15:56
2023-07-15 08:29:03,070 semantic_segmentation INFO: Iters: 42840/50000 || Lr: 0.003479 || Task Loss: 0.3219 || KD Loss: 0.1053|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1218|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 7:15:20
2023-07-15 08:29:39,908 semantic_segmentation INFO: Iters: 42850/50000 || Lr: 0.003474 || Task Loss: 0.2672 || KD Loss: 0.0791|| 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: 1 day, 19:25:22 || Estimated Time: 7:14:44
2023-07-15 08:30:17,217 semantic_segmentation INFO: Iters: 42860/50000 || Lr: 0.003470 || Task Loss: 0.3430 || KD Loss: 0.1162|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:26:00 || Estimated Time: 7:14:07
2023-07-15 08:30:54,356 semantic_segmentation INFO: Iters: 42870/50000 || Lr: 0.003466 || Task Loss: 0.3083 || KD Loss: 0.1021|| 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: 1 day, 19:26:37 || Estimated Time: 7:13:31
2023-07-15 08:31:31,378 semantic_segmentation INFO: Iters: 42880/50000 || Lr: 0.003461 || Task Loss: 0.2899 || KD Loss: 0.0897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:27:14 || Estimated Time: 7:12:54
2023-07-15 08:32:08,257 semantic_segmentation INFO: Iters: 42890/50000 || Lr: 0.003457 || Task Loss: 0.3298 || KD Loss: 0.1024|| 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: 1 day, 19:27:51 || Estimated Time: 7:12:18
2023-07-15 08:32:45,857 semantic_segmentation INFO: Iters: 42900/50000 || Lr: 0.003453 || Task Loss: 0.2532 || KD Loss: 0.0854|| 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 day, 19:28:28 || Estimated Time: 7:11:42
2023-07-15 08:33:23,184 semantic_segmentation INFO: Iters: 42910/50000 || Lr: 0.003448 || Task Loss: 0.2039 || KD Loss: 0.0746|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:29:06 || Estimated Time: 7:11:05
2023-07-15 08:34:00,360 semantic_segmentation INFO: Iters: 42920/50000 || Lr: 0.003444 || Task Loss: 0.2523 || KD Loss: 0.0721|| 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 day, 19:29:43 || Estimated Time: 7:10:29
2023-07-15 08:34:37,267 semantic_segmentation INFO: Iters: 42930/50000 || Lr: 0.003439 || Task Loss: 0.2517 || KD Loss: 0.0716|| 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: 1 day, 19:30:20 || Estimated Time: 7:09:53
2023-07-15 08:35:14,316 semantic_segmentation INFO: Iters: 42940/50000 || Lr: 0.003435 || Task Loss: 0.2952 || KD Loss: 0.0837|| 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: 1 day, 19:30:57 || Estimated Time: 7:09:16
2023-07-15 08:35:51,951 semantic_segmentation INFO: Iters: 42950/50000 || Lr: 0.003431 || Task Loss: 0.2891 || KD Loss: 0.0816|| 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: 1 day, 19:31:34 || Estimated Time: 7:08:40
2023-07-15 08:36:28,817 semantic_segmentation INFO: Iters: 42960/50000 || Lr: 0.003426 || Task Loss: 0.3493 || KD Loss: 0.1759|| 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: 1 day, 19:32:11 || Estimated Time: 7:08:03
2023-07-15 08:37:06,394 semantic_segmentation INFO: Iters: 42970/50000 || Lr: 0.003422 || Task Loss: 0.3360 || KD Loss: 0.0813|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:32:49 || Estimated Time: 7:07:27
2023-07-15 08:37:43,163 semantic_segmentation INFO: Iters: 42980/50000 || Lr: 0.003418 || Task Loss: 0.2496 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:33:26 || Estimated Time: 7:06:51
2023-07-15 08:38:20,585 semantic_segmentation INFO: Iters: 42990/50000 || Lr: 0.003413 || Task Loss: 0.2646 || KD Loss: 0.0810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:34:03 || Estimated Time: 7:06:14
2023-07-15 08:38:58,014 semantic_segmentation INFO: Iters: 43000/50000 || Lr: 0.003409 || Task Loss: 0.1946 || KD Loss: 0.0628|| 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 day, 19:34:41 || Estimated Time: 7:05:38
2023-07-15 08:39:34,770 semantic_segmentation INFO: Iters: 43010/50000 || Lr: 0.003404 || Task Loss: 0.2266 || KD Loss: 0.0742|| 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: 1 day, 19:35:17 || Estimated Time: 7:05:02
2023-07-15 08:40:11,749 semantic_segmentation INFO: Iters: 43020/50000 || Lr: 0.003400 || Task Loss: 0.2559 || KD Loss: 0.0962|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:35:54 || Estimated Time: 7:04:25
2023-07-15 08:40:49,072 semantic_segmentation INFO: Iters: 43030/50000 || Lr: 0.003396 || Task Loss: 0.2378 || KD Loss: 0.0742|| 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: 1 day, 19:36:32 || Estimated Time: 7:03:49
2023-07-15 08:41:25,942 semantic_segmentation INFO: Iters: 43040/50000 || Lr: 0.003391 || Task Loss: 0.2192 || KD Loss: 0.0505|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1113|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:37:08 || Estimated Time: 7:03:12
2023-07-15 08:42:03,303 semantic_segmentation INFO: Iters: 43050/50000 || Lr: 0.003387 || Task Loss: 0.2262 || KD Loss: 0.0710|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:37:46 || Estimated Time: 7:02:36
2023-07-15 08:42:40,649 semantic_segmentation INFO: Iters: 43060/50000 || Lr: 0.003382 || Task Loss: 0.3601 || KD Loss: 0.1124|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:38:23 || Estimated Time: 7:02:00
2023-07-15 08:43:17,574 semantic_segmentation INFO: Iters: 43070/50000 || Lr: 0.003378 || Task Loss: 0.2980 || KD Loss: 0.1127|| 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: 1 day, 19:39:00 || Estimated Time: 7:01:23
2023-07-15 08:43:54,509 semantic_segmentation INFO: Iters: 43080/50000 || Lr: 0.003374 || Task Loss: 0.2051 || KD Loss: 0.0585|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:39:37 || Estimated Time: 7:00:47
2023-07-15 08:44:31,441 semantic_segmentation INFO: Iters: 43090/50000 || Lr: 0.003369 || Task Loss: 0.1986 || KD Loss: 0.0576|| 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: 1 day, 19:40:14 || Estimated Time: 7:00:11
2023-07-15 08:45:08,543 semantic_segmentation INFO: Iters: 43100/50000 || Lr: 0.003365 || Task Loss: 0.3443 || KD Loss: 0.1383|| 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: 1 day, 19:40:51 || Estimated Time: 6:59:34
2023-07-15 08:45:45,203 semantic_segmentation INFO: Iters: 43110/50000 || Lr: 0.003361 || Task Loss: 0.2618 || KD Loss: 0.1151|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:41:28 || Estimated Time: 6:58:58
2023-07-15 08:46:21,822 semantic_segmentation INFO: Iters: 43120/50000 || Lr: 0.003356 || Task Loss: 0.2215 || KD Loss: 0.0857|| 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 day, 19:42:04 || Estimated Time: 6:58:21
2023-07-15 08:46:58,909 semantic_segmentation INFO: Iters: 43130/50000 || Lr: 0.003352 || Task Loss: 0.2206 || KD Loss: 0.0606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:42:41 || Estimated Time: 6:57:45
2023-07-15 08:47:35,507 semantic_segmentation INFO: Iters: 43140/50000 || Lr: 0.003347 || Task Loss: 0.2311 || KD Loss: 0.0611|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:43:18 || Estimated Time: 6:57:08
2023-07-15 08:48:12,313 semantic_segmentation INFO: Iters: 43150/50000 || Lr: 0.003343 || Task Loss: 0.3512 || KD Loss: 0.1227|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:43:55 || Estimated Time: 6:56:32
2023-07-15 08:48:48,730 semantic_segmentation INFO: Iters: 43160/50000 || Lr: 0.003339 || Task Loss: 0.3068 || KD Loss: 0.1335|| 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: 1 day, 19:44:31 || Estimated Time: 6:55:55
2023-07-15 08:49:25,174 semantic_segmentation INFO: Iters: 43170/50000 || Lr: 0.003334 || Task Loss: 0.2642 || KD Loss: 0.1002|| 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 day, 19:45:08 || Estimated Time: 6:55:19
2023-07-15 08:50:01,761 semantic_segmentation INFO: Iters: 43180/50000 || Lr: 0.003330 || Task Loss: 0.2466 || KD Loss: 0.0742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:45:44 || Estimated Time: 6:54:42
2023-07-15 08:50:38,585 semantic_segmentation INFO: Iters: 43190/50000 || Lr: 0.003325 || Task Loss: 0.2647 || KD Loss: 0.0849|| 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: 1 day, 19:46:21 || Estimated Time: 6:54:06
2023-07-15 08:51:14,868 semantic_segmentation INFO: Iters: 43200/50000 || Lr: 0.003321 || Task Loss: 0.3074 || KD Loss: 0.1159|| 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: 1 day, 19:46:57 || Estimated Time: 6:53:30
2023-07-15 08:51:14,935 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-15 08:51:15,558 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.960, mIoU: 0.385
2023-07-15 08:51:15,692 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.967, mIoU: 0.460
2023-07-15 08:51:15,827 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.966, mIoU: 0.475
2023-07-15 08:51:15,958 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.507
2023-07-15 08:51:16,091 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.499
2023-07-15 08:51:16,226 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.966, mIoU: 0.501
2023-07-15 08:51:16,357 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.499
2023-07-15 08:51:16,488 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.524
2023-07-15 08:51:16,622 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.570
2023-07-15 08:51:16,753 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.959, mIoU: 0.596
2023-07-15 08:51:16,881 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.957, mIoU: 0.603
2023-07-15 08:51:17,003 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.954, mIoU: 0.617
2023-07-15 08:51:17,135 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.953, mIoU: 0.632
2023-07-15 08:51:17,267 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.952, mIoU: 0.627
2023-07-15 08:51:17,396 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.951, mIoU: 0.633
2023-07-15 08:51:17,527 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.949, mIoU: 0.622
2023-07-15 08:51:17,661 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.949, mIoU: 0.624
2023-07-15 08:51:17,792 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.948, mIoU: 0.624
2023-07-15 08:51:17,922 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.947, mIoU: 0.629
2023-07-15 08:51:18,054 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.948, mIoU: 0.637
2023-07-15 08:51:18,185 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.638
2023-07-15 08:51:18,316 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.948, mIoU: 0.654
2023-07-15 08:51:18,445 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.948, mIoU: 0.658
2023-07-15 08:51:18,577 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.665
2023-07-15 08:51:18,711 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.946, mIoU: 0.677
2023-07-15 08:51:18,841 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.946, mIoU: 0.681
2023-07-15 08:51:18,975 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 08:51:19,109 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.944, mIoU: 0.668
2023-07-15 08:51:19,239 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 08:51:19,371 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.682
2023-07-15 08:51:19,505 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-15 08:51:19,636 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.943, mIoU: 0.678
2023-07-15 08:51:19,766 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.944, mIoU: 0.679
2023-07-15 08:51:19,899 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.678
2023-07-15 08:51:20,030 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.943, mIoU: 0.678
2023-07-15 08:51:20,161 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-15 08:51:20,289 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.943, mIoU: 0.673
2023-07-15 08:51:20,421 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.942, mIoU: 0.673
2023-07-15 08:51:20,554 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.942, mIoU: 0.669
2023-07-15 08:51:20,680 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.942, mIoU: 0.670
2023-07-15 08:51:20,811 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.669
2023-07-15 08:51:20,947 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.943, mIoU: 0.669
2023-07-15 08:51:21,077 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.943, mIoU: 0.669
2023-07-15 08:51:21,208 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.943, mIoU: 0.668
2023-07-15 08:51:21,342 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.943, mIoU: 0.666
2023-07-15 08:51:21,473 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 08:51:21,604 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.944, mIoU: 0.667
2023-07-15 08:51:21,734 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.666
2023-07-15 08:51:21,868 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.671
2023-07-15 08:51:22,002 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.945, mIoU: 0.673
2023-07-15 08:51:22,134 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.944, mIoU: 0.673
2023-07-15 08:51:22,267 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-15 08:51:22,401 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-15 08:51:22,530 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.944, mIoU: 0.684
2023-07-15 08:51:22,665 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.682
2023-07-15 08:51:22,801 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.942, mIoU: 0.679
2023-07-15 08:51:22,933 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.942, mIoU: 0.679
2023-07-15 08:51:23,067 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-15 08:51:23,204 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.943, mIoU: 0.688
2023-07-15 08:51:23,335 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.942, mIoU: 0.686
2023-07-15 08:51:23,469 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.942, mIoU: 0.690
2023-07-15 08:51:23,606 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.942, mIoU: 0.691
2023-07-15 08:51:23,739 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.942, mIoU: 0.689
2023-07-15 08:51:23,872 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.942, mIoU: 0.693
2023-07-15 08:51:24,009 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.942, mIoU: 0.696
2023-07-15 08:51:24,140 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.942, mIoU: 0.696
2023-07-15 08:51:24,272 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.941, mIoU: 0.696
2023-07-15 08:51:24,407 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.941, mIoU: 0.696
2023-07-15 08:51:24,539 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.941, mIoU: 0.694
2023-07-15 08:51:24,674 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.941, mIoU: 0.694
2023-07-15 08:51:24,807 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.941, mIoU: 0.695
2023-07-15 08:51:24,942 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.942, mIoU: 0.694
2023-07-15 08:51:25,079 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.941, mIoU: 0.692
2023-07-15 08:51:25,213 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.942, mIoU: 0.692
2023-07-15 08:51:25,350 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.942, mIoU: 0.691
2023-07-15 08:51:25,487 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.941, mIoU: 0.690
2023-07-15 08:51:25,619 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.942, mIoU: 0.690
2023-07-15 08:51:25,755 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.942, mIoU: 0.690
2023-07-15 08:51:25,891 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.941, mIoU: 0.689
2023-07-15 08:51:26,022 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.941, mIoU: 0.690
2023-07-15 08:51:26,159 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.941, mIoU: 0.692
2023-07-15 08:51:26,294 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.941, mIoU: 0.691
2023-07-15 08:51:26,428 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.940, mIoU: 0.690
2023-07-15 08:51:26,562 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.940, mIoU: 0.689
2023-07-15 08:51:26,697 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-15 08:51:26,828 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-15 08:51:26,961 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.937, mIoU: 0.685
2023-07-15 08:51:27,094 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-15 08:51:27,225 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-15 08:51:27,357 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-15 08:51:27,490 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.938, mIoU: 0.684
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2023-07-15 08:52:20,064 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.947, mIoU: 0.681
2023-07-15 08:52:20,197 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.947, mIoU: 0.681
2023-07-15 08:52:20,334 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.947, mIoU: 0.681
2023-07-15 08:52:20,465 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.947, mIoU: 0.681
2023-07-15 08:52:20,597 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.947, mIoU: 0.681
2023-07-15 08:52:20,732 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 08:52:20,864 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 08:52:20,996 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 08:52:21,126 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 08:52:21,259 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 08:52:21,392 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 08:52:21,522 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 08:52:21,657 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 08:52:21,792 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 08:52:21,920 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 08:52:58,698 semantic_segmentation INFO: Iters: 43210/50000 || Lr: 0.003317 || Task Loss: 0.3477 || KD Loss: 0.0997|| 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 day, 19:48:41 || Estimated Time: 6:53:04
2023-07-15 08:53:35,287 semantic_segmentation INFO: Iters: 43220/50000 || Lr: 0.003312 || Task Loss: 0.2731 || KD Loss: 0.1093|| 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 day, 19:49:18 || Estimated Time: 6:52:27
2023-07-15 08:54:11,651 semantic_segmentation INFO: Iters: 43230/50000 || Lr: 0.003308 || Task Loss: 0.2038 || KD Loss: 0.0534|| 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: 1 day, 19:49:54 || Estimated Time: 6:51:51
2023-07-15 08:54:48,070 semantic_segmentation INFO: Iters: 43240/50000 || Lr: 0.003303 || Task Loss: 0.2145 || KD Loss: 0.0680|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:50:31 || Estimated Time: 6:51:14
2023-07-15 08:55:24,410 semantic_segmentation INFO: Iters: 43250/50000 || Lr: 0.003299 || Task Loss: 0.3525 || KD Loss: 0.1106|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:51:07 || Estimated Time: 6:50:38
2023-07-15 08:56:00,515 semantic_segmentation INFO: Iters: 43260/50000 || Lr: 0.003295 || Task Loss: 0.2763 || KD Loss: 0.0713|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:51:43 || Estimated Time: 6:50:01
2023-07-15 08:56:36,856 semantic_segmentation INFO: Iters: 43270/50000 || Lr: 0.003290 || Task Loss: 0.2081 || KD Loss: 0.0768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:52:19 || Estimated Time: 6:49:24
2023-07-15 08:57:13,046 semantic_segmentation INFO: Iters: 43280/50000 || Lr: 0.003286 || Task Loss: 0.2965 || KD Loss: 0.0907|| 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: 1 day, 19:52:56 || Estimated Time: 6:48:48
2023-07-15 08:57:49,309 semantic_segmentation INFO: Iters: 43290/50000 || Lr: 0.003281 || Task Loss: 0.3733 || KD Loss: 0.1201|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:53:32 || Estimated Time: 6:48:11
2023-07-15 08:58:25,600 semantic_segmentation INFO: Iters: 43300/50000 || Lr: 0.003277 || Task Loss: 0.2105 || KD Loss: 0.0635|| 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: 1 day, 19:54:08 || Estimated Time: 6:47:35
2023-07-15 08:59:01,893 semantic_segmentation INFO: Iters: 43310/50000 || Lr: 0.003273 || Task Loss: 0.3288 || KD Loss: 0.1253|| 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 day, 19:54:44 || Estimated Time: 6:46:58
2023-07-15 08:59:38,155 semantic_segmentation INFO: Iters: 43320/50000 || Lr: 0.003268 || Task Loss: 0.2164 || KD Loss: 0.0677|| 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 day, 19:55:21 || Estimated Time: 6:46:22
2023-07-15 09:00:14,425 semantic_segmentation INFO: Iters: 43330/50000 || Lr: 0.003264 || Task Loss: 0.2842 || KD Loss: 0.2005|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:55:57 || Estimated Time: 6:45:45
2023-07-15 09:00:50,843 semantic_segmentation INFO: Iters: 43340/50000 || Lr: 0.003259 || Task Loss: 0.3871 || KD Loss: 0.1367|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:56:33 || Estimated Time: 6:45:09
2023-07-15 09:01:27,224 semantic_segmentation INFO: Iters: 43350/50000 || Lr: 0.003255 || Task Loss: 0.4071 || KD Loss: 0.1274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:57:10 || Estimated Time: 6:44:32
2023-07-15 09:02:03,267 semantic_segmentation INFO: Iters: 43360/50000 || Lr: 0.003251 || Task Loss: 0.2910 || KD Loss: 0.0862|| 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 day, 19:57:46 || Estimated Time: 6:43:56
2023-07-15 09:02:39,519 semantic_segmentation INFO: Iters: 43370/50000 || Lr: 0.003246 || Task Loss: 0.2493 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:58:22 || Estimated Time: 6:43:19
2023-07-15 09:03:15,695 semantic_segmentation INFO: Iters: 43380/50000 || Lr: 0.003242 || Task Loss: 0.2127 || KD Loss: 0.0775|| 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: 1 day, 19:58:58 || Estimated Time: 6:42:43
2023-07-15 09:03:52,002 semantic_segmentation INFO: Iters: 43390/50000 || Lr: 0.003237 || Task Loss: 0.3214 || KD Loss: 0.0986|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 19:59:35 || Estimated Time: 6:42:06
2023-07-15 09:04:28,032 semantic_segmentation INFO: Iters: 43400/50000 || Lr: 0.003233 || Task Loss: 0.2772 || KD Loss: 0.0864|| 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: 1 day, 20:00:11 || Estimated Time: 6:41:29
2023-07-15 09:05:04,352 semantic_segmentation INFO: Iters: 43410/50000 || Lr: 0.003229 || Task Loss: 0.2740 || KD Loss: 0.0725|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 6:40:53
2023-07-15 09:05:40,375 semantic_segmentation INFO: Iters: 43420/50000 || Lr: 0.003224 || Task Loss: 0.2425 || KD Loss: 0.0663|| 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: 1 day, 20:01:23 || Estimated Time: 6:40:16
2023-07-15 09:06:16,814 semantic_segmentation INFO: Iters: 43430/50000 || Lr: 0.003220 || Task Loss: 0.2632 || KD Loss: 0.0808|| 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: 1 day, 20:01:59 || Estimated Time: 6:39:40
2023-07-15 09:06:52,845 semantic_segmentation INFO: Iters: 43440/50000 || Lr: 0.003215 || Task Loss: 0.2785 || KD Loss: 0.0737|| 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: 1 day, 20:02:35 || Estimated Time: 6:39:03
2023-07-15 09:07:29,190 semantic_segmentation INFO: Iters: 43450/50000 || Lr: 0.003211 || Task Loss: 0.1966 || KD Loss: 0.0562|| 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 day, 20:03:12 || Estimated Time: 6:38:27
2023-07-15 09:08:05,082 semantic_segmentation INFO: Iters: 43460/50000 || Lr: 0.003207 || Task Loss: 0.2235 || KD Loss: 0.0841|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:03:48 || Estimated Time: 6:37:50
2023-07-15 09:08:41,436 semantic_segmentation INFO: Iters: 43470/50000 || Lr: 0.003202 || Task Loss: 0.3718 || KD Loss: 0.1127|| 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: 1 day, 20:04:24 || Estimated Time: 6:37:14
2023-07-15 09:09:17,378 semantic_segmentation INFO: Iters: 43480/50000 || Lr: 0.003198 || Task Loss: 0.2340 || KD Loss: 0.0733|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 6:36:37
2023-07-15 09:09:53,618 semantic_segmentation INFO: Iters: 43490/50000 || Lr: 0.003193 || Task Loss: 0.2176 || KD Loss: 0.0697|| 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 day, 20:05:36 || Estimated Time: 6:36:01
2023-07-15 09:10:29,770 semantic_segmentation INFO: Iters: 43500/50000 || Lr: 0.003189 || Task Loss: 0.3023 || KD Loss: 0.0957|| 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: 1 day, 20:06:12 || Estimated Time: 6:35:24
2023-07-15 09:11:05,854 semantic_segmentation INFO: Iters: 43510/50000 || Lr: 0.003184 || Task Loss: 0.2947 || KD Loss: 0.0914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:06:48 || Estimated Time: 6:34:47
2023-07-15 09:11:41,910 semantic_segmentation INFO: Iters: 43520/50000 || Lr: 0.003180 || Task Loss: 0.2759 || KD Loss: 0.0838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1154|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:07:24 || Estimated Time: 6:34:11
2023-07-15 09:12:18,051 semantic_segmentation INFO: Iters: 43530/50000 || Lr: 0.003176 || Task Loss: 0.2181 || KD Loss: 0.0691|| 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, 20:08:01 || Estimated Time: 6:33:34
2023-07-15 09:12:54,022 semantic_segmentation INFO: Iters: 43540/50000 || Lr: 0.003171 || Task Loss: 0.2424 || KD Loss: 0.0608|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:08:37 || Estimated Time: 6:32:58
2023-07-15 09:13:30,485 semantic_segmentation INFO: Iters: 43550/50000 || Lr: 0.003167 || Task Loss: 0.2570 || KD Loss: 0.0875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 6:32:21
2023-07-15 09:14:06,780 semantic_segmentation INFO: Iters: 43560/50000 || Lr: 0.003162 || Task Loss: 0.2441 || KD Loss: 0.0706|| 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: 1 day, 20:09:49 || Estimated Time: 6:31:45
2023-07-15 09:14:42,751 semantic_segmentation INFO: Iters: 43570/50000 || Lr: 0.003158 || Task Loss: 0.3071 || KD Loss: 0.1125|| 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: 1 day, 20:10:25 || Estimated Time: 6:31:08
2023-07-15 09:15:18,766 semantic_segmentation INFO: Iters: 43580/50000 || Lr: 0.003154 || Task Loss: 0.2515 || KD Loss: 0.0742|| 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 day, 20:11:01 || Estimated Time: 6:30:32
2023-07-15 09:15:54,817 semantic_segmentation INFO: Iters: 43590/50000 || Lr: 0.003149 || Task Loss: 0.2220 || KD Loss: 0.0659|| 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: 1 day, 20:11:37 || Estimated Time: 6:29:55
2023-07-15 09:16:30,996 semantic_segmentation INFO: Iters: 43600/50000 || Lr: 0.003145 || Task Loss: 0.3003 || KD Loss: 0.1101|| 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 day, 20:12:13 || Estimated Time: 6:29:18
2023-07-15 09:17:06,888 semantic_segmentation INFO: Iters: 43610/50000 || Lr: 0.003140 || Task Loss: 0.2715 || KD Loss: 0.0763|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:12:49 || Estimated Time: 6:28:42
2023-07-15 09:17:43,005 semantic_segmentation INFO: Iters: 43620/50000 || Lr: 0.003136 || Task Loss: 0.3398 || KD Loss: 0.1078|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:13:26 || Estimated Time: 6:28:05
2023-07-15 09:18:19,133 semantic_segmentation INFO: Iters: 43630/50000 || Lr: 0.003131 || Task Loss: 0.2098 || KD Loss: 0.0776|| 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: 1 day, 20:14:02 || Estimated Time: 6:27:29
2023-07-15 09:18:55,099 semantic_segmentation INFO: Iters: 43640/50000 || Lr: 0.003127 || Task Loss: 0.3058 || KD Loss: 0.1115|| 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: 1 day, 20:14:38 || Estimated Time: 6:26:52
2023-07-15 09:19:31,301 semantic_segmentation INFO: Iters: 43650/50000 || Lr: 0.003123 || Task Loss: 0.2664 || KD Loss: 0.0885|| 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: 1 day, 20:15:14 || Estimated Time: 6:26:16
2023-07-15 09:20:07,412 semantic_segmentation INFO: Iters: 43660/50000 || Lr: 0.003118 || Task Loss: 0.2341 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:15:50 || Estimated Time: 6:25:39
2023-07-15 09:20:43,533 semantic_segmentation INFO: Iters: 43670/50000 || Lr: 0.003114 || Task Loss: 0.2526 || KD Loss: 0.0568|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 6:25:03
2023-07-15 09:21:19,496 semantic_segmentation INFO: Iters: 43680/50000 || Lr: 0.003109 || Task Loss: 0.4284 || KD Loss: 0.1572|| 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 day, 20:17:02 || Estimated Time: 6:24:26
2023-07-15 09:21:55,421 semantic_segmentation INFO: Iters: 43690/50000 || Lr: 0.003105 || Task Loss: 0.3109 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:17:38 || Estimated Time: 6:23:49
2023-07-15 09:22:31,731 semantic_segmentation INFO: Iters: 43700/50000 || Lr: 0.003100 || Task Loss: 0.2155 || KD Loss: 0.0610|| 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: 1 day, 20:18:14 || Estimated Time: 6:23:13
2023-07-15 09:23:07,569 semantic_segmentation INFO: Iters: 43710/50000 || Lr: 0.003096 || Task Loss: 0.2314 || KD Loss: 0.0679|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0922|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:18:50 || Estimated Time: 6:22:36
2023-07-15 09:23:43,628 semantic_segmentation INFO: Iters: 43720/50000 || Lr: 0.003092 || Task Loss: 0.3334 || KD Loss: 0.1140|| 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 day, 20:19:26 || Estimated Time: 6:22:00
2023-07-15 09:24:19,738 semantic_segmentation INFO: Iters: 43730/50000 || Lr: 0.003087 || Task Loss: 0.3705 || KD Loss: 0.1682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0960|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:20:02 || Estimated Time: 6:21:23
2023-07-15 09:24:55,725 semantic_segmentation INFO: Iters: 43740/50000 || Lr: 0.003083 || Task Loss: 0.2267 || KD Loss: 0.0727|| 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 day, 20:20:38 || Estimated Time: 6:20:47
2023-07-15 09:25:31,596 semantic_segmentation INFO: Iters: 43750/50000 || Lr: 0.003078 || Task Loss: 0.2110 || KD Loss: 0.0610|| 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: 1 day, 20:21:14 || Estimated Time: 6:20:10
2023-07-15 09:26:07,629 semantic_segmentation INFO: Iters: 43760/50000 || Lr: 0.003074 || Task Loss: 0.2455 || KD Loss: 0.0794|| 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 day, 20:21:50 || Estimated Time: 6:19:33
2023-07-15 09:26:43,450 semantic_segmentation INFO: Iters: 43770/50000 || Lr: 0.003069 || Task Loss: 0.2720 || KD Loss: 0.0942|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:22:26 || Estimated Time: 6:18:57
2023-07-15 09:27:19,497 semantic_segmentation INFO: Iters: 43780/50000 || Lr: 0.003065 || Task Loss: 0.1934 || KD Loss: 0.0802|| 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 day, 20:23:02 || Estimated Time: 6:18:20
2023-07-15 09:27:55,718 semantic_segmentation INFO: Iters: 43790/50000 || Lr: 0.003061 || Task Loss: 0.1744 || KD Loss: 0.0641|| 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 day, 20:23:38 || Estimated Time: 6:17:44
2023-07-15 09:28:31,456 semantic_segmentation INFO: Iters: 43800/50000 || Lr: 0.003056 || Task Loss: 0.2593 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:24:14 || Estimated Time: 6:17:07
2023-07-15 09:29:07,375 semantic_segmentation INFO: Iters: 43810/50000 || Lr: 0.003052 || Task Loss: 0.3252 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1149|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:24:50 || Estimated Time: 6:16:31
2023-07-15 09:29:43,088 semantic_segmentation INFO: Iters: 43820/50000 || Lr: 0.003047 || Task Loss: 0.1979 || KD Loss: 0.0712|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:25:26 || Estimated Time: 6:15:54
2023-07-15 09:30:19,387 semantic_segmentation INFO: Iters: 43830/50000 || Lr: 0.003043 || Task Loss: 0.2771 || KD Loss: 0.1246|| 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 day, 20:26:02 || Estimated Time: 6:15:17
2023-07-15 09:30:55,002 semantic_segmentation INFO: Iters: 43840/50000 || Lr: 0.003038 || Task Loss: 0.3057 || KD Loss: 0.0801|| 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: 1 day, 20:26:38 || Estimated Time: 6:14:41
2023-07-15 09:31:31,384 semantic_segmentation INFO: Iters: 43850/50000 || Lr: 0.003034 || Task Loss: 0.2126 || KD Loss: 0.0623|| 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 day, 20:27:14 || Estimated Time: 6:14:04
2023-07-15 09:32:07,370 semantic_segmentation INFO: Iters: 43860/50000 || Lr: 0.003030 || Task Loss: 0.2993 || KD Loss: 0.0827|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:27:50 || Estimated Time: 6:13:28
2023-07-15 09:32:43,215 semantic_segmentation INFO: Iters: 43870/50000 || Lr: 0.003025 || Task Loss: 0.3747 || KD Loss: 0.1606|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:28:26 || Estimated Time: 6:12:51
2023-07-15 09:33:18,958 semantic_segmentation INFO: Iters: 43880/50000 || Lr: 0.003021 || Task Loss: 0.2983 || KD Loss: 0.0759|| 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: 1 day, 20:29:01 || Estimated Time: 6:12:15
2023-07-15 09:33:54,979 semantic_segmentation INFO: Iters: 43890/50000 || Lr: 0.003016 || Task Loss: 0.2755 || KD Loss: 0.0878|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:29:37 || Estimated Time: 6:11:38
2023-07-15 09:34:30,805 semantic_segmentation INFO: Iters: 43900/50000 || Lr: 0.003012 || Task Loss: 0.1944 || KD Loss: 0.0627|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1093|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:30:13 || Estimated Time: 6:11:01
2023-07-15 09:35:06,668 semantic_segmentation INFO: Iters: 43910/50000 || Lr: 0.003007 || Task Loss: 0.3198 || KD Loss: 0.1044|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:30:49 || Estimated Time: 6:10:25
2023-07-15 09:35:42,587 semantic_segmentation INFO: Iters: 43920/50000 || Lr: 0.003003 || Task Loss: 0.2925 || KD Loss: 0.0819|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:31:25 || Estimated Time: 6:09:48
2023-07-15 09:36:18,406 semantic_segmentation INFO: Iters: 43930/50000 || Lr: 0.002998 || Task Loss: 0.2484 || KD Loss: 0.0687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:32:01 || Estimated Time: 6:09:12
2023-07-15 09:36:54,332 semantic_segmentation INFO: Iters: 43940/50000 || Lr: 0.002994 || Task Loss: 0.2400 || KD Loss: 0.0729|| 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: 1 day, 20:32:37 || Estimated Time: 6:08:35
2023-07-15 09:37:30,497 semantic_segmentation INFO: Iters: 43950/50000 || Lr: 0.002990 || Task Loss: 0.2359 || KD Loss: 0.0574|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:33:13 || Estimated Time: 6:07:59
2023-07-15 09:38:06,300 semantic_segmentation INFO: Iters: 43960/50000 || Lr: 0.002985 || Task Loss: 0.2495 || KD Loss: 0.0918|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:33:49 || Estimated Time: 6:07:22
2023-07-15 09:38:42,061 semantic_segmentation INFO: Iters: 43970/50000 || Lr: 0.002981 || Task Loss: 0.2289 || KD Loss: 0.0850|| 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 day, 20:34:25 || Estimated Time: 6:06:45
2023-07-15 09:39:17,989 semantic_segmentation INFO: Iters: 43980/50000 || Lr: 0.002976 || Task Loss: 0.2587 || KD Loss: 0.1079|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:35:00 || Estimated Time: 6:06:09
2023-07-15 09:39:53,864 semantic_segmentation INFO: Iters: 43990/50000 || Lr: 0.002972 || Task Loss: 0.2435 || KD Loss: 0.0751|| 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: 1 day, 20:35:36 || Estimated Time: 6:05:32
2023-07-15 09:40:29,742 semantic_segmentation INFO: Iters: 44000/50000 || Lr: 0.002967 || Task Loss: 0.1789 || KD Loss: 0.0449|| 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 day, 20:36:12 || Estimated Time: 6:04:56
2023-07-15 09:40:29,814 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-15 09:40:30,502 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.948, mIoU: 0.389
2023-07-15 09:40:30,637 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.961, mIoU: 0.458
2023-07-15 09:40:30,772 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.963, mIoU: 0.476
2023-07-15 09:40:30,901 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.963, mIoU: 0.507
2023-07-15 09:40:31,030 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.965, mIoU: 0.499
2023-07-15 09:40:31,156 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.966, mIoU: 0.503
2023-07-15 09:40:31,288 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.962, mIoU: 0.501
2023-07-15 09:40:31,421 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.962, mIoU: 0.518
2023-07-15 09:40:31,550 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.962, mIoU: 0.561
2023-07-15 09:40:31,684 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.959, mIoU: 0.602
2023-07-15 09:40:31,819 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.957, mIoU: 0.607
2023-07-15 09:40:31,949 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.953, mIoU: 0.614
2023-07-15 09:40:32,081 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.953, mIoU: 0.627
2023-07-15 09:40:32,213 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.952, mIoU: 0.624
2023-07-15 09:40:32,341 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.951, mIoU: 0.628
2023-07-15 09:40:32,472 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.949, mIoU: 0.618
2023-07-15 09:40:32,606 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.948, mIoU: 0.620
2023-07-15 09:40:32,736 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.947, mIoU: 0.619
2023-07-15 09:40:32,863 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.946, mIoU: 0.624
2023-07-15 09:40:32,985 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.947, mIoU: 0.630
2023-07-15 09:40:33,118 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.948, mIoU: 0.631
2023-07-15 09:40:33,253 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.944, mIoU: 0.641
2023-07-15 09:40:33,384 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.944, mIoU: 0.644
2023-07-15 09:40:33,514 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.944, mIoU: 0.651
2023-07-15 09:40:33,645 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.943, mIoU: 0.664
2023-07-15 09:40:33,775 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.943, mIoU: 0.667
2023-07-15 09:40:33,906 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.942, mIoU: 0.658
2023-07-15 09:40:34,041 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 09:40:34,171 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.940, mIoU: 0.657
2023-07-15 09:40:34,301 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.940, mIoU: 0.663
2023-07-15 09:40:34,432 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.940, mIoU: 0.660
2023-07-15 09:40:34,565 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.939, mIoU: 0.659
2023-07-15 09:40:34,699 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.940, mIoU: 0.660
2023-07-15 09:40:34,828 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.940, mIoU: 0.659
2023-07-15 09:40:34,962 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.940, mIoU: 0.661
2023-07-15 09:40:35,098 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.940, mIoU: 0.659
2023-07-15 09:40:35,228 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.940, mIoU: 0.656
2023-07-15 09:40:35,359 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.940, mIoU: 0.656
2023-07-15 09:40:35,489 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.939, mIoU: 0.651
2023-07-15 09:40:35,617 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.940, mIoU: 0.652
2023-07-15 09:40:35,747 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.940, mIoU: 0.652
2023-07-15 09:40:35,881 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.941, mIoU: 0.652
2023-07-15 09:40:36,012 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.941, mIoU: 0.652
2023-07-15 09:40:36,143 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.941, mIoU: 0.652
2023-07-15 09:40:36,275 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.941, mIoU: 0.651
2023-07-15 09:40:36,408 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.942, mIoU: 0.651
2023-07-15 09:40:36,542 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.942, mIoU: 0.651
2023-07-15 09:40:36,671 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.943, mIoU: 0.651
2023-07-15 09:40:36,804 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.943, mIoU: 0.657
2023-07-15 09:40:36,940 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.942, mIoU: 0.659
2023-07-15 09:40:37,071 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.942, mIoU: 0.659
2023-07-15 09:40:37,202 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.942, mIoU: 0.665
2023-07-15 09:40:37,333 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.942, mIoU: 0.666
2023-07-15 09:40:37,462 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.942, mIoU: 0.668
2023-07-15 09:40:37,592 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.940, mIoU: 0.666
2023-07-15 09:40:37,725 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.939, mIoU: 0.666
2023-07-15 09:40:37,853 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.940, mIoU: 0.666
2023-07-15 09:40:37,981 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.940, mIoU: 0.672
2023-07-15 09:40:38,102 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.940, mIoU: 0.675
2023-07-15 09:40:38,234 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.940, mIoU: 0.673
2023-07-15 09:40:38,369 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.939, mIoU: 0.676
2023-07-15 09:40:38,500 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.939, mIoU: 0.678
2023-07-15 09:40:38,631 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.939, mIoU: 0.676
2023-07-15 09:40:38,762 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-15 09:40:38,892 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.940, mIoU: 0.682
2023-07-15 09:40:39,022 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.939, mIoU: 0.682
2023-07-15 09:40:39,156 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.939, mIoU: 0.681
2023-07-15 09:40:39,286 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.939, mIoU: 0.682
2023-07-15 09:40:39,417 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.938, mIoU: 0.681
2023-07-15 09:40:39,545 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.939, mIoU: 0.681
2023-07-15 09:40:39,678 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.939, mIoU: 0.681
2023-07-15 09:40:39,811 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.939, mIoU: 0.680
2023-07-15 09:40:39,940 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.939, mIoU: 0.678
2023-07-15 09:40:40,070 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.939, mIoU: 0.678
2023-07-15 09:40:40,200 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-15 09:40:40,329 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.939, mIoU: 0.677
2023-07-15 09:40:40,457 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.940, mIoU: 0.677
2023-07-15 09:40:40,591 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.940, mIoU: 0.677
2023-07-15 09:40:40,723 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.939, mIoU: 0.677
2023-07-15 09:40:40,854 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.939, mIoU: 0.678
2023-07-15 09:40:40,982 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.939, mIoU: 0.680
2023-07-15 09:40:41,115 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.939, mIoU: 0.680
2023-07-15 09:40:41,247 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-15 09:40:41,374 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.938, mIoU: 0.678
2023-07-15 09:40:41,505 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.936, mIoU: 0.673
2023-07-15 09:40:41,638 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.936, mIoU: 0.673
2023-07-15 09:40:41,769 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.936, mIoU: 0.674
2023-07-15 09:40:41,901 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.936, mIoU: 0.674
2023-07-15 09:40:42,036 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.936, mIoU: 0.673
2023-07-15 09:40:42,166 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.937, mIoU: 0.673
2023-07-15 09:40:42,296 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.937, mIoU: 0.674
2023-07-15 09:40:42,426 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.936, mIoU: 0.670
2023-07-15 09:40:42,557 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.936, mIoU: 0.670
2023-07-15 09:40:42,688 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.936, mIoU: 0.670
2023-07-15 09:40:42,816 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.937, mIoU: 0.670
2023-07-15 09:40:42,947 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.937, mIoU: 0.670
2023-07-15 09:40:43,081 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.937, mIoU: 0.671
2023-07-15 09:40:43,208 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.937, mIoU: 0.670
2023-07-15 09:40:43,343 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.936, mIoU: 0.670
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2023-07-15 09:40:43,608 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.935, mIoU: 0.669
2023-07-15 09:40:43,739 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.934, mIoU: 0.667
2023-07-15 09:40:43,873 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.934, mIoU: 0.667
2023-07-15 09:40:44,004 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.934, mIoU: 0.666
2023-07-15 09:40:44,135 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.934, mIoU: 0.667
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2023-07-15 09:40:44,922 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.935, mIoU: 0.666
2023-07-15 09:40:45,050 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.935, mIoU: 0.666
2023-07-15 09:40:45,181 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.935, mIoU: 0.665
2023-07-15 09:40:45,314 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.935, mIoU: 0.665
2023-07-15 09:40:45,445 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.935, mIoU: 0.665
2023-07-15 09:40:45,575 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.935, mIoU: 0.665
2023-07-15 09:40:45,705 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.935, mIoU: 0.664
2023-07-15 09:40:45,837 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.935, mIoU: 0.663
2023-07-15 09:40:45,968 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.935, mIoU: 0.666
2023-07-15 09:40:46,094 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.935, mIoU: 0.666
2023-07-15 09:40:46,226 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.935, mIoU: 0.665
2023-07-15 09:40:46,360 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.935, mIoU: 0.665
2023-07-15 09:40:46,489 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.935, mIoU: 0.665
2023-07-15 09:40:46,622 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.935, mIoU: 0.667
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2023-07-15 09:40:46,885 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.935, mIoU: 0.670
2023-07-15 09:40:47,015 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.935, mIoU: 0.672
2023-07-15 09:40:47,146 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.935, mIoU: 0.672
2023-07-15 09:40:47,283 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.935, mIoU: 0.670
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2023-07-15 09:40:47,539 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.936, mIoU: 0.670
2023-07-15 09:40:47,670 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.936, mIoU: 0.670
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2023-07-15 09:40:47,930 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.936, mIoU: 0.669
2023-07-15 09:40:48,064 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.936, mIoU: 0.669
2023-07-15 09:40:48,200 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.937, mIoU: 0.669
2023-07-15 09:40:48,330 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.937, mIoU: 0.669
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2023-07-15 09:40:48,599 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.936, mIoU: 0.665
2023-07-15 09:40:48,731 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.936, mIoU: 0.665
2023-07-15 09:40:48,861 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.936, mIoU: 0.666
2023-07-15 09:40:48,994 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.936, mIoU: 0.666
2023-07-15 09:40:49,124 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.936, mIoU: 0.665
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2023-07-15 09:40:49,514 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.936, mIoU: 0.667
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2023-07-15 09:40:50,044 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.936, mIoU: 0.665
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2023-07-15 09:40:51,092 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.937, mIoU: 0.667
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2023-07-15 09:40:51,350 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.937, mIoU: 0.667
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2023-07-15 09:40:51,612 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.936, mIoU: 0.663
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2023-07-15 09:40:52,791 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.937, mIoU: 0.663
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2023-07-15 09:40:58,028 semantic_segmentation INFO: Sample: 211, Validation pixAcc: 0.940, mIoU: 0.664
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2023-07-15 09:41:24,456 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-15 09:41:24,585 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-15 09:41:24,715 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-15 09:41:24,848 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-15 09:41:24,978 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-15 09:41:25,108 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-15 09:41:25,239 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-15 09:41:25,370 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-15 09:41:25,502 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-15 09:41:25,630 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-15 09:41:25,763 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-15 09:41:25,897 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.944, mIoU: 0.671
2023-07-15 09:41:26,026 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.944, mIoU: 0.670
2023-07-15 09:41:26,158 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.944, mIoU: 0.671
2023-07-15 09:41:26,292 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.944, mIoU: 0.671
2023-07-15 09:41:26,423 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.945, mIoU: 0.671
2023-07-15 09:41:26,555 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.945, mIoU: 0.671
2023-07-15 09:41:26,687 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.945, mIoU: 0.671
2023-07-15 09:41:26,816 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.945, mIoU: 0.671
2023-07-15 09:41:26,944 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.945, mIoU: 0.671
2023-07-15 09:41:27,070 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.945, mIoU: 0.671
2023-07-15 09:41:27,202 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.945, mIoU: 0.671
2023-07-15 09:41:27,336 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.945, mIoU: 0.671
2023-07-15 09:41:27,463 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.945, mIoU: 0.671
2023-07-15 09:41:27,596 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.945, mIoU: 0.671
2023-07-15 09:41:27,732 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.945, mIoU: 0.671
2023-07-15 09:41:27,862 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.945, mIoU: 0.671
2023-07-15 09:41:27,992 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.945, mIoU: 0.671
2023-07-15 09:41:28,122 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.945, mIoU: 0.671
2023-07-15 09:41:28,249 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.945, mIoU: 0.671
2023-07-15 09:41:28,379 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.945, mIoU: 0.671
2023-07-15 09:41:28,514 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.945, mIoU: 0.671
2023-07-15 09:41:28,645 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.945, mIoU: 0.671
2023-07-15 09:41:28,775 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.945, mIoU: 0.671
2023-07-15 09:41:28,898 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.946, mIoU: 0.671
2023-07-15 09:41:29,032 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.946, mIoU: 0.671
2023-07-15 09:41:29,167 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.946, mIoU: 0.671
2023-07-15 09:41:29,298 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.946, mIoU: 0.671
2023-07-15 09:41:29,426 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.946, mIoU: 0.671
2023-07-15 09:41:29,554 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.946, mIoU: 0.671
2023-07-15 09:41:29,681 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.946, mIoU: 0.672
2023-07-15 09:41:29,810 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.946, mIoU: 0.672
2023-07-15 09:41:29,942 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.946, mIoU: 0.672
2023-07-15 09:41:30,073 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.946, mIoU: 0.671
2023-07-15 09:41:30,203 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.946, mIoU: 0.672
2023-07-15 09:41:30,331 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 09:41:30,463 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 09:41:30,598 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 09:41:30,729 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 09:41:30,859 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 09:41:30,986 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 09:41:31,117 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 09:41:31,246 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 09:41:31,377 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 09:41:31,509 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 09:41:31,642 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 09:41:31,771 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.946, mIoU: 0.674
2023-07-15 09:41:31,903 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.946, mIoU: 0.674
2023-07-15 09:41:32,037 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.946, mIoU: 0.674
2023-07-15 09:41:32,165 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.946, mIoU: 0.674
2023-07-15 09:41:32,296 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.946, mIoU: 0.674
2023-07-15 09:41:32,429 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 09:41:32,560 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 09:41:32,692 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 09:41:32,826 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.946, mIoU: 0.674
2023-07-15 09:41:32,954 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.947, mIoU: 0.674
2023-07-15 09:41:33,086 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.947, mIoU: 0.674
2023-07-15 09:41:33,216 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.947, mIoU: 0.674
2023-07-15 09:41:33,349 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.947, mIoU: 0.674
2023-07-15 09:41:33,482 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.947, mIoU: 0.674
2023-07-15 09:41:33,610 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.947, mIoU: 0.674
2023-07-15 09:41:33,742 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.947, mIoU: 0.674
2023-07-15 09:41:33,876 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.947, mIoU: 0.673
2023-07-15 09:41:34,005 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.947, mIoU: 0.673
2023-07-15 09:41:34,137 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.947, mIoU: 0.674
2023-07-15 09:41:34,270 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.947, mIoU: 0.674
2023-07-15 09:41:34,399 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.947, mIoU: 0.674
2023-07-15 09:41:34,529 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.947, mIoU: 0.674
2023-07-15 09:41:34,661 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.947, mIoU: 0.674
2023-07-15 09:41:34,792 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.947, mIoU: 0.674
2023-07-15 09:41:34,923 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.947, mIoU: 0.674
2023-07-15 09:41:35,052 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.947, mIoU: 0.674
2023-07-15 09:41:35,184 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.947, mIoU: 0.675
2023-07-15 09:41:35,319 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.947, mIoU: 0.675
2023-07-15 09:41:35,446 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.947, mIoU: 0.675
2023-07-15 09:41:35,580 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.947, mIoU: 0.675
2023-07-15 09:41:35,715 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.947, mIoU: 0.675
2023-07-15 09:41:35,846 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.947, mIoU: 0.675
2023-07-15 09:41:35,977 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.947, mIoU: 0.675
2023-07-15 09:41:36,109 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.947, mIoU: 0.675
2023-07-15 09:41:36,237 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.947, mIoU: 0.675
2023-07-15 09:42:11,970 semantic_segmentation INFO: Iters: 44010/50000 || Lr: 0.002963 || Task Loss: 0.2328 || KD Loss: 0.0846|| 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 day, 20:37:54 || Estimated Time: 6:04:28
2023-07-15 09:42:47,930 semantic_segmentation INFO: Iters: 44020/50000 || Lr: 0.002958 || Task Loss: 0.2182 || KD Loss: 0.0826|| 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 day, 20:38:30 || Estimated Time: 6:03:51
2023-07-15 09:43:23,851 semantic_segmentation INFO: Iters: 44030/50000 || Lr: 0.002954 || Task Loss: 0.2954 || KD Loss: 0.1014|| 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 day, 20:39:06 || Estimated Time: 6:03:15
2023-07-15 09:43:59,768 semantic_segmentation INFO: Iters: 44040/50000 || Lr: 0.002949 || Task Loss: 0.3603 || KD Loss: 0.1000|| 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: 1 day, 20:39:42 || Estimated Time: 6:02:38
2023-07-15 09:44:35,454 semantic_segmentation INFO: Iters: 44050/50000 || Lr: 0.002945 || Task Loss: 0.2591 || KD Loss: 0.0797|| 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 day, 20:40:18 || Estimated Time: 6:02:02
2023-07-15 09:45:11,123 semantic_segmentation INFO: Iters: 44060/50000 || Lr: 0.002941 || Task Loss: 0.3202 || KD Loss: 0.1055|| 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: 1 day, 20:40:54 || Estimated Time: 6:01:25
2023-07-15 09:45:46,937 semantic_segmentation INFO: Iters: 44070/50000 || Lr: 0.002936 || Task Loss: 0.3255 || KD Loss: 0.1000|| 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: 1 day, 20:41:29 || Estimated Time: 6:00:48
2023-07-15 09:46:22,847 semantic_segmentation INFO: Iters: 44080/50000 || Lr: 0.002932 || Task Loss: 0.3417 || KD Loss: 0.1098|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:42:05 || Estimated Time: 6:00:12
2023-07-15 09:46:58,576 semantic_segmentation INFO: Iters: 44090/50000 || Lr: 0.002927 || Task Loss: 0.2835 || KD Loss: 0.0943|| 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 day, 20:42:41 || Estimated Time: 5:59:35
2023-07-15 09:47:34,126 semantic_segmentation INFO: Iters: 44100/50000 || Lr: 0.002923 || Task Loss: 0.2608 || KD Loss: 0.0888|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:43:17 || Estimated Time: 5:58:59
2023-07-15 09:48:09,909 semantic_segmentation INFO: Iters: 44110/50000 || Lr: 0.002918 || Task Loss: 0.1842 || KD Loss: 0.0620|| 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: 1 day, 20:43:52 || Estimated Time: 5:58:22
2023-07-15 09:48:45,800 semantic_segmentation INFO: Iters: 44120/50000 || Lr: 0.002914 || Task Loss: 0.2639 || KD Loss: 0.0810|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:44:28 || Estimated Time: 5:57:45
2023-07-15 09:49:21,805 semantic_segmentation INFO: Iters: 44130/50000 || Lr: 0.002909 || Task Loss: 0.2103 || KD Loss: 0.0646|| 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: 1 day, 20:45:04 || Estimated Time: 5:57:09
2023-07-15 09:49:57,355 semantic_segmentation INFO: Iters: 44140/50000 || Lr: 0.002905 || Task Loss: 0.2490 || KD Loss: 0.0776|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:45:40 || Estimated Time: 5:56:32
2023-07-15 09:50:33,549 semantic_segmentation INFO: Iters: 44150/50000 || Lr: 0.002900 || Task Loss: 0.3094 || KD Loss: 0.1182|| 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 day, 20:46:16 || Estimated Time: 5:55:56
2023-07-15 09:51:09,407 semantic_segmentation INFO: Iters: 44160/50000 || Lr: 0.002896 || Task Loss: 0.2335 || KD Loss: 0.0857|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:46:52 || Estimated Time: 5:55:19
2023-07-15 09:51:45,065 semantic_segmentation INFO: Iters: 44170/50000 || Lr: 0.002892 || Task Loss: 0.3050 || KD Loss: 0.0893|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:47:28 || Estimated Time: 5:54:42
2023-07-15 09:52:20,901 semantic_segmentation INFO: Iters: 44180/50000 || Lr: 0.002887 || Task Loss: 0.3604 || KD Loss: 0.1338|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1220|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:48:03 || Estimated Time: 5:54:06
2023-07-15 09:52:56,530 semantic_segmentation INFO: Iters: 44190/50000 || Lr: 0.002883 || Task Loss: 0.2107 || KD Loss: 0.0953|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:48:39 || Estimated Time: 5:53:29
2023-07-15 09:53:32,422 semantic_segmentation INFO: Iters: 44200/50000 || Lr: 0.002878 || Task Loss: 0.2639 || KD Loss: 0.0698|| 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: 1 day, 20:49:15 || Estimated Time: 5:52:53
2023-07-15 09:54:08,141 semantic_segmentation INFO: Iters: 44210/50000 || Lr: 0.002874 || Task Loss: 0.3051 || KD Loss: 0.1330|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:49:51 || Estimated Time: 5:52:16
2023-07-15 09:54:44,005 semantic_segmentation INFO: Iters: 44220/50000 || Lr: 0.002869 || Task Loss: 0.2866 || KD Loss: 0.0962|| 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 day, 20:50:27 || Estimated Time: 5:51:39
2023-07-15 09:55:19,491 semantic_segmentation INFO: Iters: 44230/50000 || Lr: 0.002865 || Task Loss: 0.3107 || KD Loss: 0.1114|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:51:02 || Estimated Time: 5:51:03
2023-07-15 09:55:55,546 semantic_segmentation INFO: Iters: 44240/50000 || Lr: 0.002860 || Task Loss: 0.2367 || KD Loss: 0.0647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:51:38 || Estimated Time: 5:50:26
2023-07-15 09:56:30,986 semantic_segmentation INFO: Iters: 44250/50000 || Lr: 0.002856 || Task Loss: 0.2563 || KD Loss: 0.0744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:52:13 || Estimated Time: 5:49:50
2023-07-15 09:57:06,664 semantic_segmentation INFO: Iters: 44260/50000 || Lr: 0.002851 || Task Loss: 0.1983 || KD Loss: 0.0696|| 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: 1 day, 20:52:49 || Estimated Time: 5:49:13
2023-07-15 09:57:42,919 semantic_segmentation INFO: Iters: 44270/50000 || Lr: 0.002847 || Task Loss: 0.3265 || KD Loss: 0.1120|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1151|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:53:25 || Estimated Time: 5:48:36
2023-07-15 09:58:18,649 semantic_segmentation INFO: Iters: 44280/50000 || Lr: 0.002842 || Task Loss: 0.2381 || KD Loss: 0.0815|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:54:01 || Estimated Time: 5:48:00
2023-07-15 09:58:54,243 semantic_segmentation INFO: Iters: 44290/50000 || Lr: 0.002838 || Task Loss: 0.2827 || KD Loss: 0.0811|| 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: 1 day, 20:54:37 || Estimated Time: 5:47:23
2023-07-15 09:59:30,072 semantic_segmentation INFO: Iters: 44300/50000 || Lr: 0.002833 || Task Loss: 0.3357 || KD Loss: 0.1313|| 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: 1 day, 20:55:13 || Estimated Time: 5:46:47
2023-07-15 10:00:05,683 semantic_segmentation INFO: Iters: 44310/50000 || Lr: 0.002829 || Task Loss: 0.2024 || KD Loss: 0.0646|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:55:48 || Estimated Time: 5:46:10
2023-07-15 10:00:41,464 semantic_segmentation INFO: Iters: 44320/50000 || Lr: 0.002824 || Task Loss: 0.2074 || KD Loss: 0.0631|| 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 day, 20:56:24 || Estimated Time: 5:45:33
2023-07-15 10:01:17,302 semantic_segmentation INFO: Iters: 44330/50000 || Lr: 0.002820 || Task Loss: 0.2097 || KD Loss: 0.0598|| 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: 1 day, 20:57:00 || Estimated Time: 5:44:57
2023-07-15 10:01:53,170 semantic_segmentation INFO: Iters: 44340/50000 || Lr: 0.002816 || Task Loss: 0.2269 || KD Loss: 0.0648|| 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 day, 20:57:36 || Estimated Time: 5:44:20
2023-07-15 10:02:28,937 semantic_segmentation INFO: Iters: 44350/50000 || Lr: 0.002811 || Task Loss: 0.2820 || KD Loss: 0.0748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 5:43:44
2023-07-15 10:03:04,808 semantic_segmentation INFO: Iters: 44360/50000 || Lr: 0.002807 || Task Loss: 0.2484 || KD Loss: 0.0765|| 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 day, 20:58:47 || Estimated Time: 5:43:07
2023-07-15 10:03:40,278 semantic_segmentation INFO: Iters: 44370/50000 || Lr: 0.002802 || Task Loss: 0.3093 || KD Loss: 0.0801|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 20:59:23 || Estimated Time: 5:42:30
2023-07-15 10:04:15,792 semantic_segmentation INFO: Iters: 44380/50000 || Lr: 0.002798 || Task Loss: 0.2166 || KD Loss: 0.0649|| 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: 1 day, 20:59:58 || Estimated Time: 5:41:54
2023-07-15 10:04:51,772 semantic_segmentation INFO: Iters: 44390/50000 || Lr: 0.002793 || Task Loss: 0.3172 || KD Loss: 0.0979|| 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: 1 day, 21:00:34 || Estimated Time: 5:41:17
2023-07-15 10:05:27,405 semantic_segmentation INFO: Iters: 44400/50000 || Lr: 0.002789 || Task Loss: 0.2489 || KD Loss: 0.0660|| 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: 1 day, 21:01:10 || Estimated Time: 5:40:41
2023-07-15 10:06:02,921 semantic_segmentation INFO: Iters: 44410/50000 || Lr: 0.002784 || Task Loss: 0.3163 || KD Loss: 0.0813|| 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 day, 21:01:45 || Estimated Time: 5:40:04
2023-07-15 10:06:38,450 semantic_segmentation INFO: Iters: 44420/50000 || Lr: 0.002780 || Task Loss: 0.3103 || KD Loss: 0.0787|| 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: 1 day, 21:02:21 || Estimated Time: 5:39:27
2023-07-15 10:07:14,243 semantic_segmentation INFO: Iters: 44430/50000 || Lr: 0.002775 || Task Loss: 0.2610 || KD Loss: 0.0877|| 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: 1 day, 21:02:57 || Estimated Time: 5:38:51
2023-07-15 10:07:49,855 semantic_segmentation INFO: Iters: 44440/50000 || Lr: 0.002771 || Task Loss: 0.2506 || KD Loss: 0.0800|| 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: 1 day, 21:03:32 || Estimated Time: 5:38:14
2023-07-15 10:08:25,710 semantic_segmentation INFO: Iters: 44450/50000 || Lr: 0.002766 || Task Loss: 0.2240 || KD Loss: 0.0678|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:04:08 || Estimated Time: 5:37:38
2023-07-15 10:09:01,622 semantic_segmentation INFO: Iters: 44460/50000 || Lr: 0.002762 || Task Loss: 0.3007 || KD Loss: 0.0916|| 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: 1 day, 21:04:44 || Estimated Time: 5:37:01
2023-07-15 10:09:37,545 semantic_segmentation INFO: Iters: 44470/50000 || Lr: 0.002757 || Task Loss: 0.2930 || KD Loss: 0.0677|| 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 day, 21:05:20 || Estimated Time: 5:36:24
2023-07-15 10:10:12,995 semantic_segmentation INFO: Iters: 44480/50000 || Lr: 0.002753 || Task Loss: 0.3138 || KD Loss: 0.0931|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:05:55 || Estimated Time: 5:35:48
2023-07-15 10:10:48,729 semantic_segmentation INFO: Iters: 44490/50000 || Lr: 0.002748 || Task Loss: 0.2836 || KD Loss: 0.0854|| 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: 1 day, 21:06:31 || Estimated Time: 5:35:11
2023-07-15 10:11:24,333 semantic_segmentation INFO: Iters: 44500/50000 || Lr: 0.002744 || Task Loss: 0.2052 || KD Loss: 0.0605|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:07:07 || Estimated Time: 5:34:35
2023-07-15 10:12:00,085 semantic_segmentation INFO: Iters: 44510/50000 || Lr: 0.002739 || Task Loss: 0.2936 || KD Loss: 0.0867|| 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 day, 21:07:43 || Estimated Time: 5:33:58
2023-07-15 10:12:35,907 semantic_segmentation INFO: Iters: 44520/50000 || Lr: 0.002735 || Task Loss: 0.3066 || KD Loss: 0.1043|| 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: 1 day, 21:08:18 || Estimated Time: 5:33:21
2023-07-15 10:13:11,714 semantic_segmentation INFO: Iters: 44530/50000 || Lr: 0.002730 || Task Loss: 0.2705 || KD Loss: 0.0687|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:08:54 || Estimated Time: 5:32:45
2023-07-15 10:13:47,268 semantic_segmentation INFO: Iters: 44540/50000 || Lr: 0.002726 || Task Loss: 0.1699 || KD Loss: 0.0545|| 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: 1 day, 21:09:30 || Estimated Time: 5:32:08
2023-07-15 10:14:22,957 semantic_segmentation INFO: Iters: 44550/50000 || Lr: 0.002721 || Task Loss: 0.1803 || KD Loss: 0.0538|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:10:05 || Estimated Time: 5:31:32
2023-07-15 10:14:58,240 semantic_segmentation INFO: Iters: 44560/50000 || Lr: 0.002717 || Task Loss: 0.3119 || KD Loss: 0.0894|| 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: 1 day, 21:10:41 || Estimated Time: 5:30:55
2023-07-15 10:15:34,010 semantic_segmentation INFO: Iters: 44570/50000 || Lr: 0.002712 || Task Loss: 0.2429 || KD Loss: 0.0743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1060|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:11:17 || Estimated Time: 5:30:18
2023-07-15 10:16:09,523 semantic_segmentation INFO: Iters: 44580/50000 || Lr: 0.002708 || Task Loss: 0.2696 || KD Loss: 0.1091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 5:29:42
2023-07-15 10:16:44,914 semantic_segmentation INFO: Iters: 44590/50000 || Lr: 0.002703 || Task Loss: 0.3250 || KD Loss: 0.0882|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:12:27 || Estimated Time: 5:29:05
2023-07-15 10:17:20,779 semantic_segmentation INFO: Iters: 44600/50000 || Lr: 0.002699 || Task Loss: 0.3180 || KD Loss: 0.1293|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1157|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:13:03 || Estimated Time: 5:28:29
2023-07-15 10:17:56,373 semantic_segmentation INFO: Iters: 44610/50000 || Lr: 0.002694 || Task Loss: 0.3120 || KD Loss: 0.0966|| 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: 1 day, 21:13:39 || Estimated Time: 5:27:52
2023-07-15 10:18:31,757 semantic_segmentation INFO: Iters: 44620/50000 || Lr: 0.002690 || Task Loss: 0.1876 || KD Loss: 0.0510|| 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: 1 day, 21:14:14 || Estimated Time: 5:27:15
2023-07-15 10:19:07,410 semantic_segmentation INFO: Iters: 44630/50000 || Lr: 0.002685 || Task Loss: 0.3201 || KD Loss: 0.0840|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:14:50 || Estimated Time: 5:26:39
2023-07-15 10:19:43,130 semantic_segmentation INFO: Iters: 44640/50000 || Lr: 0.002681 || Task Loss: 0.2842 || KD Loss: 0.0795|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:15:26 || Estimated Time: 5:26:02
2023-07-15 10:20:18,891 semantic_segmentation INFO: Iters: 44650/50000 || Lr: 0.002676 || Task Loss: 0.2292 || KD Loss: 0.0799|| 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 day, 21:16:01 || Estimated Time: 5:25:26
2023-07-15 10:20:54,465 semantic_segmentation INFO: Iters: 44660/50000 || Lr: 0.002672 || Task Loss: 0.2177 || KD Loss: 0.0684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:16:37 || Estimated Time: 5:24:49
2023-07-15 10:21:30,025 semantic_segmentation INFO: Iters: 44670/50000 || Lr: 0.002667 || Task Loss: 0.3421 || KD Loss: 0.1038|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:17:13 || Estimated Time: 5:24:12
2023-07-15 10:22:05,591 semantic_segmentation INFO: Iters: 44680/50000 || Lr: 0.002663 || Task Loss: 0.2747 || KD Loss: 0.0730|| 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: 1 day, 21:17:48 || Estimated Time: 5:23:36
2023-07-15 10:22:41,294 semantic_segmentation INFO: Iters: 44690/50000 || Lr: 0.002658 || Task Loss: 0.2840 || KD Loss: 0.1015|| 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 day, 21:18:24 || Estimated Time: 5:22:59
2023-07-15 10:23:16,942 semantic_segmentation INFO: Iters: 44700/50000 || Lr: 0.002654 || Task Loss: 0.1798 || KD Loss: 0.0715|| 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 day, 21:18:59 || Estimated Time: 5:22:23
2023-07-15 10:23:52,216 semantic_segmentation INFO: Iters: 44710/50000 || Lr: 0.002649 || Task Loss: 0.1778 || KD Loss: 0.0490|| 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: 1 day, 21:19:35 || Estimated Time: 5:21:46
2023-07-15 10:24:27,767 semantic_segmentation INFO: Iters: 44720/50000 || Lr: 0.002645 || Task Loss: 0.2770 || KD Loss: 0.0635|| 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: 1 day, 21:20:10 || Estimated Time: 5:21:09
2023-07-15 10:25:03,534 semantic_segmentation INFO: Iters: 44730/50000 || Lr: 0.002640 || Task Loss: 0.2958 || KD Loss: 0.0863|| 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: 1 day, 21:20:46 || Estimated Time: 5:20:33
2023-07-15 10:25:38,831 semantic_segmentation INFO: Iters: 44740/50000 || Lr: 0.002636 || Task Loss: 0.2342 || KD Loss: 0.0876|| 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 day, 21:21:21 || Estimated Time: 5:19:56
2023-07-15 10:26:14,716 semantic_segmentation INFO: Iters: 44750/50000 || Lr: 0.002631 || Task Loss: 0.3431 || KD Loss: 0.0965|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:21:57 || Estimated Time: 5:19:20
2023-07-15 10:26:49,832 semantic_segmentation INFO: Iters: 44760/50000 || Lr: 0.002627 || Task Loss: 0.2556 || KD Loss: 0.0844|| 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 day, 21:22:32 || Estimated Time: 5:18:43
2023-07-15 10:27:25,301 semantic_segmentation INFO: Iters: 44770/50000 || Lr: 0.002622 || Task Loss: 0.3776 || KD Loss: 0.1034|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:23:08 || Estimated Time: 5:18:06
2023-07-15 10:28:00,660 semantic_segmentation INFO: Iters: 44780/50000 || Lr: 0.002618 || Task Loss: 0.3024 || KD Loss: 0.0953|| 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 day, 21:23:43 || Estimated Time: 5:17:30
2023-07-15 10:28:36,132 semantic_segmentation INFO: Iters: 44790/50000 || Lr: 0.002613 || Task Loss: 0.2465 || KD Loss: 0.0721|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:24:19 || Estimated Time: 5:16:53
2023-07-15 10:29:11,768 semantic_segmentation INFO: Iters: 44800/50000 || Lr: 0.002609 || Task Loss: 0.2748 || KD Loss: 0.0901|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1024|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:24:54 || Estimated Time: 5:16:16
2023-07-15 10:29:11,837 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-15 10:29:12,409 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.964, mIoU: 0.391
2023-07-15 10:29:12,541 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.969, mIoU: 0.468
2023-07-15 10:29:12,673 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.970, mIoU: 0.484
2023-07-15 10:29:12,807 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.969, mIoU: 0.512
2023-07-15 10:29:12,936 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.502
2023-07-15 10:29:13,068 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.968, mIoU: 0.505
2023-07-15 10:29:13,201 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.502
2023-07-15 10:29:13,328 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.535
2023-07-15 10:29:13,461 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.575
2023-07-15 10:29:13,596 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.959, mIoU: 0.600
2023-07-15 10:29:13,726 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.958, mIoU: 0.606
2023-07-15 10:29:13,857 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.954, mIoU: 0.637
2023-07-15 10:29:13,989 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.954, mIoU: 0.649
2023-07-15 10:29:14,118 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.642
2023-07-15 10:29:14,247 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.952, mIoU: 0.647
2023-07-15 10:29:14,375 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.950, mIoU: 0.637
2023-07-15 10:29:14,507 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.950, mIoU: 0.640
2023-07-15 10:29:14,640 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.949, mIoU: 0.643
2023-07-15 10:29:14,767 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.648
2023-07-15 10:29:14,900 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.949, mIoU: 0.656
2023-07-15 10:29:15,034 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.656
2023-07-15 10:29:15,164 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.944, mIoU: 0.639
2023-07-15 10:29:15,294 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.944, mIoU: 0.642
2023-07-15 10:29:15,426 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.944, mIoU: 0.650
2023-07-15 10:29:15,554 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.943, mIoU: 0.662
2023-07-15 10:29:15,686 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.943, mIoU: 0.666
2023-07-15 10:29:15,820 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-15 10:29:15,950 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.941, mIoU: 0.652
2023-07-15 10:29:16,079 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.941, mIoU: 0.658
2023-07-15 10:29:16,204 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.941, mIoU: 0.665
2023-07-15 10:29:16,335 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.941, mIoU: 0.664
2023-07-15 10:29:16,470 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.940, mIoU: 0.662
2023-07-15 10:29:16,601 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-15 10:29:16,730 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 10:29:16,859 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.941, mIoU: 0.664
2023-07-15 10:29:16,986 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.941, mIoU: 0.662
2023-07-15 10:29:17,115 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.941, mIoU: 0.659
2023-07-15 10:29:17,249 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.940, mIoU: 0.658
2023-07-15 10:29:17,380 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.940, mIoU: 0.654
2023-07-15 10:29:17,510 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.940, mIoU: 0.656
2023-07-15 10:29:17,638 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-15 10:29:17,773 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.941, mIoU: 0.656
2023-07-15 10:29:17,909 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.942, mIoU: 0.656
2023-07-15 10:29:18,039 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.942, mIoU: 0.657
2023-07-15 10:29:18,169 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.942, mIoU: 0.655
2023-07-15 10:29:18,300 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.943, mIoU: 0.656
2023-07-15 10:29:18,427 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.943, mIoU: 0.656
2023-07-15 10:29:18,557 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.944, mIoU: 0.655
2023-07-15 10:29:18,692 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.944, mIoU: 0.661
2023-07-15 10:29:18,823 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.943, mIoU: 0.663
2023-07-15 10:29:18,954 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.943, mIoU: 0.663
2023-07-15 10:29:19,086 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-15 10:29:19,217 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.943, mIoU: 0.666
2023-07-15 10:29:19,347 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.942, mIoU: 0.667
2023-07-15 10:29:19,474 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.940, mIoU: 0.665
2023-07-15 10:29:19,603 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.940, mIoU: 0.668
2023-07-15 10:29:19,733 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.940, mIoU: 0.668
2023-07-15 10:29:19,861 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.941, mIoU: 0.674
2023-07-15 10:29:19,991 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.941, mIoU: 0.677
2023-07-15 10:29:20,124 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.941, mIoU: 0.675
2023-07-15 10:29:20,254 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-15 10:29:20,385 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.940, mIoU: 0.681
2023-07-15 10:29:20,513 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.940, mIoU: 0.678
2023-07-15 10:29:20,646 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.940, mIoU: 0.682
2023-07-15 10:29:20,778 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.940, mIoU: 0.685
2023-07-15 10:29:20,905 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.940, mIoU: 0.686
2023-07-15 10:29:21,037 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.939, mIoU: 0.685
2023-07-15 10:29:21,171 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.939, mIoU: 0.686
2023-07-15 10:29:21,301 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.939, mIoU: 0.684
2023-07-15 10:29:21,435 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.939, mIoU: 0.684
2023-07-15 10:29:21,569 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.940, mIoU: 0.685
2023-07-15 10:29:21,700 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.940, mIoU: 0.681
2023-07-15 10:29:21,831 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-15 10:29:21,964 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-15 10:29:22,095 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-15 10:29:22,226 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.940, mIoU: 0.678
2023-07-15 10:29:22,352 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.940, mIoU: 0.678
2023-07-15 10:29:22,485 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.940, mIoU: 0.678
2023-07-15 10:29:22,616 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.940, mIoU: 0.677
2023-07-15 10:29:22,743 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-15 10:29:22,875 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.940, mIoU: 0.680
2023-07-15 10:29:23,010 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.940, mIoU: 0.680
2023-07-15 10:29:23,141 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.939, mIoU: 0.679
2023-07-15 10:29:23,271 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.938, mIoU: 0.678
2023-07-15 10:29:23,405 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.936, mIoU: 0.673
2023-07-15 10:29:23,535 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.936, mIoU: 0.673
2023-07-15 10:29:23,665 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.936, mIoU: 0.674
2023-07-15 10:29:23,793 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.936, mIoU: 0.674
2023-07-15 10:29:23,926 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.936, mIoU: 0.673
2023-07-15 10:29:24,059 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.937, mIoU: 0.673
2023-07-15 10:29:24,187 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.937, mIoU: 0.674
2023-07-15 10:29:24,318 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.936, mIoU: 0.682
2023-07-15 10:29:24,454 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-15 10:29:24,582 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.937, mIoU: 0.681
2023-07-15 10:29:24,717 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-15 10:29:24,851 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-15 10:29:24,982 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-15 10:29:25,113 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.938, mIoU: 0.683
2023-07-15 10:29:25,247 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-15 10:29:25,378 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-15 10:29:25,508 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.935, mIoU: 0.682
2023-07-15 10:29:25,636 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.935, mIoU: 0.680
2023-07-15 10:29:25,768 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.935, mIoU: 0.680
2023-07-15 10:29:25,901 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.935, mIoU: 0.680
2023-07-15 10:29:26,029 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.935, mIoU: 0.680
2023-07-15 10:29:26,162 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.935, mIoU: 0.680
2023-07-15 10:29:26,296 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.936, mIoU: 0.680
2023-07-15 10:29:26,425 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-15 10:29:26,558 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-15 10:29:26,691 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.935, mIoU: 0.680
2023-07-15 10:29:26,822 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.935, mIoU: 0.680
2023-07-15 10:29:26,952 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.935, mIoU: 0.680
2023-07-15 10:29:27,086 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.935, mIoU: 0.680
2023-07-15 10:29:27,216 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.936, mIoU: 0.680
2023-07-15 10:29:27,347 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.936, mIoU: 0.679
2023-07-15 10:29:27,474 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.936, mIoU: 0.679
2023-07-15 10:29:27,607 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.936, mIoU: 0.680
2023-07-15 10:29:27,740 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.936, mIoU: 0.680
2023-07-15 10:29:27,867 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.936, mIoU: 0.682
2023-07-15 10:29:27,997 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.936, mIoU: 0.682
2023-07-15 10:29:28,129 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-15 10:29:28,258 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-15 10:29:28,390 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-15 10:29:28,523 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.936, mIoU: 0.684
2023-07-15 10:29:28,652 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.936, mIoU: 0.684
2023-07-15 10:29:28,780 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.936, mIoU: 0.686
2023-07-15 10:29:28,907 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.936, mIoU: 0.688
2023-07-15 10:29:29,039 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.936, mIoU: 0.688
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2023-07-15 10:29:55,101 semantic_segmentation INFO: Sample: 327, Validation pixAcc: 0.939, mIoU: 0.677
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2023-07-15 10:29:55,488 semantic_segmentation INFO: Sample: 330, Validation pixAcc: 0.940, mIoU: 0.677
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2023-07-15 10:29:55,741 semantic_segmentation INFO: Sample: 332, Validation pixAcc: 0.940, mIoU: 0.677
2023-07-15 10:29:55,872 semantic_segmentation INFO: Sample: 333, Validation pixAcc: 0.940, mIoU: 0.677
2023-07-15 10:29:56,007 semantic_segmentation INFO: Sample: 334, Validation pixAcc: 0.940, mIoU: 0.678
2023-07-15 10:29:56,136 semantic_segmentation INFO: Sample: 335, Validation pixAcc: 0.940, mIoU: 0.678
2023-07-15 10:29:56,265 semantic_segmentation INFO: Sample: 336, Validation pixAcc: 0.940, mIoU: 0.678
2023-07-15 10:29:56,397 semantic_segmentation INFO: Sample: 337, Validation pixAcc: 0.940, mIoU: 0.677
2023-07-15 10:29:56,527 semantic_segmentation INFO: Sample: 338, Validation pixAcc: 0.940, mIoU: 0.678
2023-07-15 10:29:56,657 semantic_segmentation INFO: Sample: 339, Validation pixAcc: 0.940, mIoU: 0.678
2023-07-15 10:29:56,789 semantic_segmentation INFO: Sample: 340, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-15 10:29:56,919 semantic_segmentation INFO: Sample: 341, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-15 10:29:57,049 semantic_segmentation INFO: Sample: 342, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-15 10:29:57,183 semantic_segmentation INFO: Sample: 343, Validation pixAcc: 0.940, mIoU: 0.679
2023-07-15 10:29:57,314 semantic_segmentation INFO: Sample: 344, Validation pixAcc: 0.941, mIoU: 0.679
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2023-07-15 10:29:57,836 semantic_segmentation INFO: Sample: 348, Validation pixAcc: 0.941, mIoU: 0.679
2023-07-15 10:29:57,967 semantic_segmentation INFO: Sample: 349, Validation pixAcc: 0.941, mIoU: 0.679
2023-07-15 10:29:58,096 semantic_segmentation INFO: Sample: 350, Validation pixAcc: 0.941, mIoU: 0.680
2023-07-15 10:29:58,224 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.941, mIoU: 0.680
2023-07-15 10:29:58,352 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.941, mIoU: 0.680
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2023-07-15 10:29:58,741 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.941, mIoU: 0.680
2023-07-15 10:29:58,872 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.941, mIoU: 0.680
2023-07-15 10:29:59,000 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.941, mIoU: 0.680
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2023-07-15 10:29:59,395 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.942, mIoU: 0.681
2023-07-15 10:29:59,526 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.941, mIoU: 0.680
2023-07-15 10:29:59,661 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.942, mIoU: 0.680
2023-07-15 10:29:59,792 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.941, mIoU: 0.680
2023-07-15 10:29:59,922 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.942, mIoU: 0.680
2023-07-15 10:30:00,056 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.942, mIoU: 0.681
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2023-07-15 10:30:00,319 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.942, mIoU: 0.680
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2023-07-15 10:30:00,579 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.942, mIoU: 0.681
2023-07-15 10:30:00,712 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.942, mIoU: 0.681
2023-07-15 10:30:00,840 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.942, mIoU: 0.682
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2023-07-15 10:30:01,100 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.942, mIoU: 0.681
2023-07-15 10:30:01,230 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.942, mIoU: 0.681
2023-07-15 10:30:01,360 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.942, mIoU: 0.681
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2023-07-15 10:30:01,623 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.942, mIoU: 0.681
2023-07-15 10:30:01,754 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.942, mIoU: 0.682
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2023-07-15 10:30:02,014 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.942, mIoU: 0.682
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2023-07-15 10:30:02,405 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.943, mIoU: 0.683
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2023-07-15 10:30:02,799 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.943, mIoU: 0.684
2023-07-15 10:30:02,932 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.943, mIoU: 0.684
2023-07-15 10:30:03,061 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.943, mIoU: 0.684
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2023-07-15 10:30:03,446 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-15 10:30:03,580 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-15 10:30:03,708 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-15 10:30:03,837 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-15 10:30:03,968 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-15 10:30:04,097 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-15 10:30:04,228 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-15 10:30:04,361 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-15 10:30:04,492 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.944, mIoU: 0.685
2023-07-15 10:30:04,622 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.944, mIoU: 0.685
2023-07-15 10:30:04,755 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.944, mIoU: 0.685
2023-07-15 10:30:04,888 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.944, mIoU: 0.685
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2023-07-15 10:30:05,283 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.944, mIoU: 0.685
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2023-07-15 10:30:05,810 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.944, mIoU: 0.686
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2023-07-15 10:30:06,069 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.944, mIoU: 0.686
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2023-07-15 10:30:06,460 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-15 10:30:06,582 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-15 10:30:06,716 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.945, mIoU: 0.686
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2023-07-15 10:30:06,983 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-15 10:30:07,111 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.945, mIoU: 0.687
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2023-07-15 10:30:07,367 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.945, mIoU: 0.687
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2023-07-15 10:30:07,631 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-15 10:30:07,762 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-15 10:30:07,893 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-15 10:30:08,022 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-15 10:30:08,155 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-15 10:30:08,287 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-15 10:30:08,417 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-15 10:30:08,546 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-15 10:30:08,675 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-15 10:30:08,804 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-15 10:30:08,933 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-15 10:30:09,066 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-15 10:30:09,198 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-15 10:30:09,329 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 10:30:09,457 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 10:30:09,591 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 10:30:09,723 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 10:30:09,852 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 10:30:09,981 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 10:30:10,112 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 10:30:10,243 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 10:30:10,373 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 10:30:10,508 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 10:30:10,639 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 10:30:10,770 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 10:30:10,900 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 10:30:11,033 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 10:30:11,164 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 10:30:11,292 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 10:30:11,424 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 10:30:11,558 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 10:30:11,686 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 10:30:11,818 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.947, mIoU: 0.689
2023-07-15 10:30:11,949 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.947, mIoU: 0.689
2023-07-15 10:30:12,079 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:12,208 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:12,337 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:12,466 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:12,600 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:12,728 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.947, mIoU: 0.689
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2023-07-15 10:30:12,996 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:13,126 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:13,254 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:13,384 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:13,512 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:13,643 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:13,776 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:13,907 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:14,036 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:14,161 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:14,293 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:14,423 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:14,554 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:14,682 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:14,812 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:14,940 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:15,069 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:15,203 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:15,334 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:15,464 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:15,588 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:15,721 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:15,854 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:15,984 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:16,115 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:16,248 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:16,379 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 10:30:16,510 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 10:30:16,644 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 10:30:16,775 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 10:30:16,905 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 10:30:17,035 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 10:30:17,167 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 10:30:17,300 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 10:30:17,429 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 10:30:17,557 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 10:30:17,684 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-15 10:30:53,421 semantic_segmentation INFO: Iters: 44810/50000 || Lr: 0.002604 || Task Loss: 0.2637 || KD Loss: 0.1084|| 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, 21:26:36 || Estimated Time: 5:15:47
2023-07-15 10:31:28,975 semantic_segmentation INFO: Iters: 44820/50000 || Lr: 0.002600 || Task Loss: 0.4849 || KD Loss: 0.1558|| 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: 1 day, 21:27:11 || Estimated Time: 5:15:11
2023-07-15 10:32:04,602 semantic_segmentation INFO: Iters: 44830/50000 || Lr: 0.002595 || Task Loss: 0.2304 || KD Loss: 0.0914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1026|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 5:14:34
2023-07-15 10:32:39,802 semantic_segmentation INFO: Iters: 44840/50000 || Lr: 0.002591 || Task Loss: 0.2918 || KD Loss: 0.0888|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:28:22 || Estimated Time: 5:13:58
2023-07-15 10:33:15,243 semantic_segmentation INFO: Iters: 44850/50000 || Lr: 0.002586 || Task Loss: 0.2915 || KD Loss: 0.0975|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:28:58 || Estimated Time: 5:13:21
2023-07-15 10:33:50,875 semantic_segmentation INFO: Iters: 44860/50000 || Lr: 0.002582 || Task Loss: 0.2075 || KD Loss: 0.0552|| 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: 1 day, 21:29:33 || Estimated Time: 5:12:44
2023-07-15 10:34:26,253 semantic_segmentation INFO: Iters: 44870/50000 || Lr: 0.002577 || Task Loss: 0.2102 || KD Loss: 0.0757|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:30:09 || Estimated Time: 5:12:08
2023-07-15 10:35:01,734 semantic_segmentation INFO: Iters: 44880/50000 || Lr: 0.002573 || Task Loss: 0.2465 || KD Loss: 0.0765|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:30:44 || Estimated Time: 5:11:31
2023-07-15 10:35:37,065 semantic_segmentation INFO: Iters: 44890/50000 || Lr: 0.002568 || Task Loss: 0.2230 || KD Loss: 0.0644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1159|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:31:20 || Estimated Time: 5:10:54
2023-07-15 10:36:12,739 semantic_segmentation INFO: Iters: 44900/50000 || Lr: 0.002564 || Task Loss: 0.3003 || KD Loss: 0.0772|| 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: 1 day, 21:31:55 || Estimated Time: 5:10:18
2023-07-15 10:36:48,126 semantic_segmentation INFO: Iters: 44910/50000 || Lr: 0.002559 || Task Loss: 0.2827 || KD Loss: 0.0726|| 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: 1 day, 21:32:31 || Estimated Time: 5:09:41
2023-07-15 10:37:23,790 semantic_segmentation INFO: Iters: 44920/50000 || Lr: 0.002555 || Task Loss: 0.3097 || KD Loss: 0.0836|| 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: 1 day, 21:33:06 || Estimated Time: 5:09:05
2023-07-15 10:37:59,175 semantic_segmentation INFO: Iters: 44930/50000 || Lr: 0.002550 || Task Loss: 0.2459 || KD Loss: 0.0818|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:33:42 || Estimated Time: 5:08:28
2023-07-15 10:38:34,754 semantic_segmentation INFO: Iters: 44940/50000 || Lr: 0.002545 || Task Loss: 0.2479 || KD Loss: 0.0900|| 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: 1 day, 21:34:17 || Estimated Time: 5:07:51
2023-07-15 10:39:10,297 semantic_segmentation INFO: Iters: 44950/50000 || Lr: 0.002541 || Task Loss: 0.2339 || KD Loss: 0.0823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:34:53 || Estimated Time: 5:07:15
2023-07-15 10:39:45,828 semantic_segmentation INFO: Iters: 44960/50000 || Lr: 0.002536 || Task Loss: 0.3557 || KD Loss: 0.1291|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:35:28 || Estimated Time: 5:06:38
2023-07-15 10:40:21,026 semantic_segmentation INFO: Iters: 44970/50000 || Lr: 0.002532 || Task Loss: 0.3145 || KD Loss: 0.0805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:36:04 || Estimated Time: 5:06:01
2023-07-15 10:40:56,475 semantic_segmentation INFO: Iters: 44980/50000 || Lr: 0.002527 || Task Loss: 0.2162 || KD Loss: 0.0768|| 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 day, 21:36:39 || Estimated Time: 5:05:25
2023-07-15 10:41:31,970 semantic_segmentation INFO: Iters: 44990/50000 || Lr: 0.002523 || Task Loss: 0.2141 || KD Loss: 0.0690|| 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 day, 21:37:14 || Estimated Time: 5:04:48
2023-07-15 10:42:07,393 semantic_segmentation INFO: Iters: 45000/50000 || Lr: 0.002518 || Task Loss: 0.2873 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:37:50 || Estimated Time: 5:04:12
2023-07-15 10:42:42,962 semantic_segmentation INFO: Iters: 45010/50000 || Lr: 0.002514 || Task Loss: 0.1893 || KD Loss: 0.0450|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:38:25 || Estimated Time: 5:03:35
2023-07-15 10:43:18,152 semantic_segmentation INFO: Iters: 45020/50000 || Lr: 0.002509 || Task Loss: 0.2756 || KD Loss: 0.1029|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:39:01 || Estimated Time: 5:02:58
2023-07-15 10:43:53,846 semantic_segmentation INFO: Iters: 45030/50000 || Lr: 0.002505 || Task Loss: 0.2512 || KD Loss: 0.0875|| 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: 1 day, 21:39:36 || Estimated Time: 5:02:22
2023-07-15 10:44:29,110 semantic_segmentation INFO: Iters: 45040/50000 || Lr: 0.002500 || Task Loss: 0.3173 || KD Loss: 0.1389|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:40:12 || Estimated Time: 5:01:45
2023-07-15 10:45:04,578 semantic_segmentation INFO: Iters: 45050/50000 || Lr: 0.002496 || Task Loss: 0.2921 || KD Loss: 0.1144|| 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 day, 21:40:47 || Estimated Time: 5:01:09
2023-07-15 10:45:39,972 semantic_segmentation INFO: Iters: 45060/50000 || Lr: 0.002491 || Task Loss: 0.3015 || KD Loss: 0.1434|| 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 day, 21:41:22 || Estimated Time: 5:00:32
2023-07-15 10:46:15,572 semantic_segmentation INFO: Iters: 45070/50000 || Lr: 0.002487 || Task Loss: 0.2375 || KD Loss: 0.0626|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:41:58 || Estimated Time: 4:59:55
2023-07-15 10:46:50,798 semantic_segmentation INFO: Iters: 45080/50000 || Lr: 0.002482 || Task Loss: 0.2658 || KD Loss: 0.0693|| 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: 1 day, 21:42:33 || Estimated Time: 4:59:19
2023-07-15 10:47:26,439 semantic_segmentation INFO: Iters: 45090/50000 || Lr: 0.002477 || Task Loss: 0.2182 || KD Loss: 0.0615|| 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 day, 21:43:09 || Estimated Time: 4:58:42
2023-07-15 10:48:01,905 semantic_segmentation INFO: Iters: 45100/50000 || Lr: 0.002473 || Task Loss: 0.1834 || KD Loss: 0.0734|| 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 day, 21:43:44 || Estimated Time: 4:58:05
2023-07-15 10:48:37,057 semantic_segmentation INFO: Iters: 45110/50000 || Lr: 0.002468 || Task Loss: 0.2771 || KD Loss: 0.0985|| 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 day, 21:44:20 || Estimated Time: 4:57:29
2023-07-15 10:49:12,348 semantic_segmentation INFO: Iters: 45120/50000 || Lr: 0.002464 || Task Loss: 0.3429 || KD Loss: 0.0892|| 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: 1 day, 21:44:55 || Estimated Time: 4:56:52
2023-07-15 10:49:48,011 semantic_segmentation INFO: Iters: 45130/50000 || Lr: 0.002459 || Task Loss: 0.2556 || KD Loss: 0.0786|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:45:31 || Estimated Time: 4:56:16
2023-07-15 10:50:23,359 semantic_segmentation INFO: Iters: 45140/50000 || Lr: 0.002455 || Task Loss: 0.3692 || KD Loss: 0.0934|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:46:06 || Estimated Time: 4:55:39
2023-07-15 10:50:58,714 semantic_segmentation INFO: Iters: 45150/50000 || Lr: 0.002450 || Task Loss: 0.2688 || KD Loss: 0.0737|| 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: 1 day, 21:46:41 || Estimated Time: 4:55:02
2023-07-15 10:51:33,889 semantic_segmentation INFO: Iters: 45160/50000 || Lr: 0.002446 || Task Loss: 0.3797 || KD Loss: 0.1277|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:47:16 || Estimated Time: 4:54:26
2023-07-15 10:52:09,162 semantic_segmentation INFO: Iters: 45170/50000 || Lr: 0.002441 || Task Loss: 0.3188 || KD Loss: 0.0978|| 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: 1 day, 21:47:52 || Estimated Time: 4:53:49
2023-07-15 10:52:44,715 semantic_segmentation INFO: Iters: 45180/50000 || Lr: 0.002437 || Task Loss: 0.2342 || KD Loss: 0.0789|| 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: 1 day, 21:48:27 || Estimated Time: 4:53:12
2023-07-15 10:53:19,999 semantic_segmentation INFO: Iters: 45190/50000 || Lr: 0.002432 || Task Loss: 0.2234 || KD Loss: 0.0630|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:49:02 || Estimated Time: 4:52:36
2023-07-15 10:53:55,782 semantic_segmentation INFO: Iters: 45200/50000 || Lr: 0.002427 || Task Loss: 0.1950 || KD Loss: 0.0692|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:49:38 || Estimated Time: 4:51:59
2023-07-15 10:54:31,037 semantic_segmentation INFO: Iters: 45210/50000 || Lr: 0.002423 || Task Loss: 0.1782 || KD Loss: 0.0565|| 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: 1 day, 21:50:14 || Estimated Time: 4:51:23
2023-07-15 10:55:06,285 semantic_segmentation INFO: Iters: 45220/50000 || Lr: 0.002418 || Task Loss: 0.1713 || KD Loss: 0.0662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:50:49 || Estimated Time: 4:50:46
2023-07-15 10:55:41,682 semantic_segmentation INFO: Iters: 45230/50000 || Lr: 0.002414 || Task Loss: 0.2394 || KD Loss: 0.0753|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:51:24 || Estimated Time: 4:50:09
2023-07-15 10:56:16,833 semantic_segmentation INFO: Iters: 45240/50000 || Lr: 0.002409 || Task Loss: 0.2574 || KD Loss: 0.1440|| 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: 1 day, 21:51:59 || Estimated Time: 4:49:33
2023-07-15 10:56:52,128 semantic_segmentation INFO: Iters: 45250/50000 || Lr: 0.002405 || Task Loss: 0.3648 || KD Loss: 0.1113|| 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: 1 day, 21:52:35 || Estimated Time: 4:48:56
2023-07-15 10:57:27,790 semantic_segmentation INFO: Iters: 45260/50000 || Lr: 0.002400 || Task Loss: 0.2561 || KD Loss: 0.0645|| 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: 1 day, 21:53:10 || Estimated Time: 4:48:20
2023-07-15 10:58:03,089 semantic_segmentation INFO: Iters: 45270/50000 || Lr: 0.002396 || Task Loss: 0.2776 || KD Loss: 0.1071|| 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 day, 21:53:46 || Estimated Time: 4:47:43
2023-07-15 10:58:38,555 semantic_segmentation INFO: Iters: 45280/50000 || Lr: 0.002391 || Task Loss: 0.2123 || KD Loss: 0.0526|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:54:21 || Estimated Time: 4:47:06
2023-07-15 10:59:13,839 semantic_segmentation INFO: Iters: 45290/50000 || Lr: 0.002386 || Task Loss: 0.2286 || KD Loss: 0.0807|| 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: 1 day, 21:54:56 || Estimated Time: 4:46:30
2023-07-15 10:59:49,667 semantic_segmentation INFO: Iters: 45300/50000 || Lr: 0.002382 || Task Loss: 0.3495 || KD Loss: 0.1009|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1092|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:55:32 || Estimated Time: 4:45:53
2023-07-15 11:00:25,171 semantic_segmentation INFO: Iters: 45310/50000 || Lr: 0.002377 || Task Loss: 0.2520 || KD Loss: 0.0802|| 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 day, 21:56:08 || Estimated Time: 4:45:16
2023-07-15 11:01:00,556 semantic_segmentation INFO: Iters: 45320/50000 || Lr: 0.002373 || Task Loss: 0.2830 || KD Loss: 0.0924|| 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: 1 day, 21:56:43 || Estimated Time: 4:44:40
2023-07-15 11:01:36,106 semantic_segmentation INFO: Iters: 45330/50000 || Lr: 0.002368 || Task Loss: 0.2946 || KD Loss: 0.1292|| 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: 1 day, 21:57:19 || Estimated Time: 4:44:03
2023-07-15 11:02:11,498 semantic_segmentation INFO: Iters: 45340/50000 || Lr: 0.002364 || Task Loss: 0.2246 || KD Loss: 0.0695|| 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 day, 21:57:54 || Estimated Time: 4:43:27
2023-07-15 11:02:46,620 semantic_segmentation INFO: Iters: 45350/50000 || Lr: 0.002359 || Task Loss: 0.2458 || KD Loss: 0.0822|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1215|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:58:29 || Estimated Time: 4:42:50
2023-07-15 11:03:22,154 semantic_segmentation INFO: Iters: 45360/50000 || Lr: 0.002355 || Task Loss: 0.2939 || KD Loss: 0.0817|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 21:59:05 || Estimated Time: 4:42:13
2023-07-15 11:03:57,472 semantic_segmentation INFO: Iters: 45370/50000 || Lr: 0.002350 || Task Loss: 0.2061 || KD Loss: 0.0591|| 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: 1 day, 21:59:40 || Estimated Time: 4:41:37
2023-07-15 11:04:33,009 semantic_segmentation INFO: Iters: 45380/50000 || Lr: 0.002345 || Task Loss: 0.2849 || KD Loss: 0.0980|| 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: 1 day, 22:00:16 || Estimated Time: 4:41:00
2023-07-15 11:05:08,420 semantic_segmentation INFO: Iters: 45390/50000 || Lr: 0.002341 || Task Loss: 0.2478 || KD Loss: 0.0762|| 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: 1 day, 22:00:51 || Estimated Time: 4:40:24
2023-07-15 11:05:44,013 semantic_segmentation INFO: Iters: 45400/50000 || Lr: 0.002336 || Task Loss: 0.3290 || KD Loss: 0.0896|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:01:27 || Estimated Time: 4:39:47
2023-07-15 11:06:19,600 semantic_segmentation INFO: Iters: 45410/50000 || Lr: 0.002332 || Task Loss: 0.3279 || KD Loss: 0.1484|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:02:02 || Estimated Time: 4:39:10
2023-07-15 11:06:54,666 semantic_segmentation INFO: Iters: 45420/50000 || Lr: 0.002327 || Task Loss: 0.2442 || KD Loss: 0.0701|| 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 day, 22:02:37 || Estimated Time: 4:38:34
2023-07-15 11:07:29,872 semantic_segmentation INFO: Iters: 45430/50000 || Lr: 0.002323 || Task Loss: 0.3819 || KD Loss: 0.1194|| 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: 1 day, 22:03:12 || Estimated Time: 4:37:57
2023-07-15 11:08:05,432 semantic_segmentation INFO: Iters: 45440/50000 || Lr: 0.002318 || Task Loss: 0.2747 || KD Loss: 0.0792|| 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: 1 day, 22:03:48 || Estimated Time: 4:37:21
2023-07-15 11:08:40,721 semantic_segmentation INFO: Iters: 45450/50000 || Lr: 0.002313 || Task Loss: 0.2986 || KD Loss: 0.1048|| 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: 1 day, 22:04:23 || Estimated Time: 4:36:44
2023-07-15 11:09:16,144 semantic_segmentation INFO: Iters: 45460/50000 || Lr: 0.002309 || Task Loss: 0.3368 || KD Loss: 0.0820|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 4:36:07
2023-07-15 11:09:51,343 semantic_segmentation INFO: Iters: 45470/50000 || Lr: 0.002304 || Task Loss: 0.2563 || KD Loss: 0.0728|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:05:34 || Estimated Time: 4:35:31
2023-07-15 11:10:26,575 semantic_segmentation INFO: Iters: 45480/50000 || Lr: 0.002300 || Task Loss: 0.2372 || KD Loss: 0.0736|| 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 day, 22:06:09 || Estimated Time: 4:34:54
2023-07-15 11:11:01,671 semantic_segmentation INFO: Iters: 45490/50000 || Lr: 0.002295 || Task Loss: 0.2851 || KD Loss: 0.0903|| 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 day, 22:06:44 || Estimated Time: 4:34:18
2023-07-15 11:11:37,181 semantic_segmentation INFO: Iters: 45500/50000 || Lr: 0.002291 || Task Loss: 0.2470 || KD Loss: 0.0632|| 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: 1 day, 22:07:20 || Estimated Time: 4:33:41
2023-07-15 11:12:12,430 semantic_segmentation INFO: Iters: 45510/50000 || Lr: 0.002286 || Task Loss: 0.1876 || KD Loss: 0.0531|| 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: 1 day, 22:07:55 || Estimated Time: 4:33:04
2023-07-15 11:12:47,945 semantic_segmentation INFO: Iters: 45520/50000 || Lr: 0.002281 || Task Loss: 0.3650 || KD Loss: 0.0986|| 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 day, 22:08:30 || Estimated Time: 4:32:28
2023-07-15 11:13:22,962 semantic_segmentation INFO: Iters: 45530/50000 || Lr: 0.002277 || Task Loss: 0.2691 || KD Loss: 0.0899|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:09:05 || Estimated Time: 4:31:51
2023-07-15 11:13:58,366 semantic_segmentation INFO: Iters: 45540/50000 || Lr: 0.002272 || Task Loss: 0.2469 || KD Loss: 0.0934|| 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 day, 22:09:41 || Estimated Time: 4:31:14
2023-07-15 11:14:33,821 semantic_segmentation INFO: Iters: 45550/50000 || Lr: 0.002268 || Task Loss: 0.2417 || KD Loss: 0.0637|| 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 day, 22:10:16 || Estimated Time: 4:30:38
2023-07-15 11:15:09,280 semantic_segmentation INFO: Iters: 45560/50000 || Lr: 0.002263 || Task Loss: 0.3264 || KD Loss: 0.0870|| 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: 1 day, 22:10:52 || Estimated Time: 4:30:01
2023-07-15 11:15:44,679 semantic_segmentation INFO: Iters: 45570/50000 || Lr: 0.002258 || Task Loss: 0.1847 || KD Loss: 0.0518|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:11:27 || Estimated Time: 4:29:25
2023-07-15 11:16:20,096 semantic_segmentation INFO: Iters: 45580/50000 || Lr: 0.002254 || Task Loss: 0.2704 || KD Loss: 0.0838|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:12:03 || Estimated Time: 4:28:48
2023-07-15 11:16:55,482 semantic_segmentation INFO: Iters: 45590/50000 || Lr: 0.002249 || Task Loss: 0.1987 || KD Loss: 0.0523|| 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 day, 22:12:38 || Estimated Time: 4:28:12
2023-07-15 11:17:30,960 semantic_segmentation INFO: Iters: 45600/50000 || Lr: 0.002245 || Task Loss: 0.2341 || KD Loss: 0.0696|| 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 day, 22:13:13 || Estimated Time: 4:27:35
2023-07-15 11:17:31,039 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-15 11:17:31,712 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.964, mIoU: 0.390
2023-07-15 11:17:31,846 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.969, mIoU: 0.467
2023-07-15 11:17:31,980 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.969, mIoU: 0.482
2023-07-15 11:17:32,110 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.511
2023-07-15 11:17:32,240 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.968, mIoU: 0.502
2023-07-15 11:17:32,372 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.969, mIoU: 0.505
2023-07-15 11:17:32,500 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.504
2023-07-15 11:17:32,631 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.536
2023-07-15 11:17:32,762 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.578
2023-07-15 11:17:32,892 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.961, mIoU: 0.616
2023-07-15 11:17:33,021 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.959, mIoU: 0.622
2023-07-15 11:17:33,148 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.955, mIoU: 0.632
2023-07-15 11:17:33,281 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.954, mIoU: 0.647
2023-07-15 11:17:33,413 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.954, mIoU: 0.642
2023-07-15 11:17:33,541 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.953, mIoU: 0.648
2023-07-15 11:17:33,672 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.637
2023-07-15 11:17:33,805 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.950, mIoU: 0.639
2023-07-15 11:17:33,935 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.950, mIoU: 0.640
2023-07-15 11:17:34,064 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.948, mIoU: 0.645
2023-07-15 11:17:34,195 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.948, mIoU: 0.652
2023-07-15 11:17:34,322 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.652
2023-07-15 11:17:34,452 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.947, mIoU: 0.661
2023-07-15 11:17:34,586 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.947, mIoU: 0.665
2023-07-15 11:17:34,719 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.947, mIoU: 0.671
2023-07-15 11:17:34,850 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-15 11:17:34,976 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.686
2023-07-15 11:17:35,108 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-15 11:17:35,243 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.670
2023-07-15 11:17:35,373 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.942, mIoU: 0.670
2023-07-15 11:17:35,500 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.942, mIoU: 0.678
2023-07-15 11:17:35,626 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-15 11:17:35,754 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.941, mIoU: 0.673
2023-07-15 11:17:35,882 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-15 11:17:36,012 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.942, mIoU: 0.673
2023-07-15 11:17:36,143 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-15 11:17:36,274 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.942, mIoU: 0.673
2023-07-15 11:17:36,399 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.942, mIoU: 0.670
2023-07-15 11:17:36,528 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.941, mIoU: 0.670
2023-07-15 11:17:36,658 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.666
2023-07-15 11:17:36,788 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.941, mIoU: 0.667
2023-07-15 11:17:36,918 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.941, mIoU: 0.666
2023-07-15 11:17:37,049 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.942, mIoU: 0.666
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2023-07-15 11:18:28,701 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 11:18:28,829 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 11:18:28,957 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 11:18:29,086 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 11:18:29,215 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 11:18:29,344 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 11:18:29,475 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 11:18:29,607 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 11:18:29,739 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 11:18:29,868 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 11:18:30,001 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 11:18:30,134 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.946, mIoU: 0.672
2023-07-15 11:18:30,262 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.946, mIoU: 0.672
2023-07-15 11:18:30,391 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.946, mIoU: 0.672
2023-07-15 11:18:30,520 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.946, mIoU: 0.672
2023-07-15 11:18:30,649 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.946, mIoU: 0.672
2023-07-15 11:18:30,780 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.946, mIoU: 0.672
2023-07-15 11:18:30,913 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.946, mIoU: 0.673
2023-07-15 11:18:31,044 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.946, mIoU: 0.674
2023-07-15 11:18:31,172 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.946, mIoU: 0.674
2023-07-15 11:18:31,297 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.946, mIoU: 0.674
2023-07-15 11:18:31,428 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.946, mIoU: 0.674
2023-07-15 11:18:31,563 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.946, mIoU: 0.674
2023-07-15 11:18:31,689 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.946, mIoU: 0.674
2023-07-15 11:18:31,819 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.946, mIoU: 0.674
2023-07-15 11:18:31,948 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.946, mIoU: 0.674
2023-07-15 11:18:32,077 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.946, mIoU: 0.674
2023-07-15 11:18:32,205 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.946, mIoU: 0.675
2023-07-15 11:18:32,340 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.946, mIoU: 0.674
2023-07-15 11:18:32,472 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.946, mIoU: 0.675
2023-07-15 11:18:32,603 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.946, mIoU: 0.675
2023-07-15 11:18:32,732 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.946, mIoU: 0.675
2023-07-15 11:18:32,862 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.946, mIoU: 0.675
2023-07-15 11:18:32,994 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.946, mIoU: 0.675
2023-07-15 11:18:33,123 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.946, mIoU: 0.675
2023-07-15 11:18:33,249 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.946, mIoU: 0.674
2023-07-15 11:18:33,377 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.946, mIoU: 0.674
2023-07-15 11:18:33,502 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.946, mIoU: 0.675
2023-07-15 11:18:33,621 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.946, mIoU: 0.675
2023-07-15 11:18:33,742 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.946, mIoU: 0.675
2023-07-15 11:18:33,875 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.946, mIoU: 0.675
2023-07-15 11:18:34,011 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.946, mIoU: 0.675
2023-07-15 11:18:34,143 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.946, mIoU: 0.675
2023-07-15 11:18:34,272 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.946, mIoU: 0.675
2023-07-15 11:18:34,403 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.946, mIoU: 0.675
2023-07-15 11:18:34,531 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.947, mIoU: 0.675
2023-07-15 11:18:34,661 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.947, mIoU: 0.675
2023-07-15 11:18:34,796 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.947, mIoU: 0.675
2023-07-15 11:18:34,929 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.947, mIoU: 0.675
2023-07-15 11:18:35,061 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.946, mIoU: 0.675
2023-07-15 11:18:35,189 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.946, mIoU: 0.675
2023-07-15 11:18:35,322 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.947, mIoU: 0.675
2023-07-15 11:18:35,457 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.947, mIoU: 0.675
2023-07-15 11:18:35,586 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.947, mIoU: 0.675
2023-07-15 11:18:35,715 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.947, mIoU: 0.676
2023-07-15 11:18:35,843 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.947, mIoU: 0.676
2023-07-15 11:18:35,971 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.947, mIoU: 0.676
2023-07-15 11:18:36,099 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.947, mIoU: 0.676
2023-07-15 11:18:36,234 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.947, mIoU: 0.676
2023-07-15 11:18:36,365 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.947, mIoU: 0.676
2023-07-15 11:18:36,495 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.947, mIoU: 0.676
2023-07-15 11:18:36,625 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.947, mIoU: 0.676
2023-07-15 11:18:36,755 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.947, mIoU: 0.676
2023-07-15 11:18:36,886 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.947, mIoU: 0.676
2023-07-15 11:19:12,166 semantic_segmentation INFO: Iters: 45610/50000 || Lr: 0.002240 || Task Loss: 0.2415 || KD Loss: 0.0830|| 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: 1 day, 22:14:55 || Estimated Time: 4:27:05
2023-07-15 11:19:47,173 semantic_segmentation INFO: Iters: 45620/50000 || Lr: 0.002235 || Task Loss: 0.2019 || KD Loss: 0.0589|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:15:30 || Estimated Time: 4:26:28
2023-07-15 11:20:22,758 semantic_segmentation INFO: Iters: 45630/50000 || Lr: 0.002231 || Task Loss: 0.2884 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:16:05 || Estimated Time: 4:25:51
2023-07-15 11:20:58,024 semantic_segmentation INFO: Iters: 45640/50000 || Lr: 0.002226 || Task Loss: 0.2470 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:16:41 || Estimated Time: 4:25:15
2023-07-15 11:21:33,308 semantic_segmentation INFO: Iters: 45650/50000 || Lr: 0.002222 || Task Loss: 0.1992 || KD Loss: 0.0753|| 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 day, 22:17:16 || Estimated Time: 4:24:38
2023-07-15 11:22:08,760 semantic_segmentation INFO: Iters: 45660/50000 || Lr: 0.002217 || Task Loss: 0.1690 || KD Loss: 0.0486|| 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 day, 22:17:51 || Estimated Time: 4:24:02
2023-07-15 11:22:44,178 semantic_segmentation INFO: Iters: 45670/50000 || Lr: 0.002213 || Task Loss: 0.3392 || KD Loss: 0.0936|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:18:27 || Estimated Time: 4:23:25
2023-07-15 11:23:19,122 semantic_segmentation INFO: Iters: 45680/50000 || Lr: 0.002208 || Task Loss: 0.2809 || KD Loss: 0.0814|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:19:02 || Estimated Time: 4:22:48
2023-07-15 11:23:54,763 semantic_segmentation INFO: Iters: 45690/50000 || Lr: 0.002203 || Task Loss: 0.2139 || KD Loss: 0.0669|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:19:37 || Estimated Time: 4:22:12
2023-07-15 11:24:30,138 semantic_segmentation INFO: Iters: 45700/50000 || Lr: 0.002199 || Task Loss: 0.3181 || KD Loss: 0.0808|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1121|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:20:13 || Estimated Time: 4:21:35
2023-07-15 11:25:05,444 semantic_segmentation INFO: Iters: 45710/50000 || Lr: 0.002194 || Task Loss: 0.2246 || KD Loss: 0.0544|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:20:48 || Estimated Time: 4:20:59
2023-07-15 11:25:40,678 semantic_segmentation INFO: Iters: 45720/50000 || Lr: 0.002190 || Task Loss: 0.2589 || KD Loss: 0.0736|| 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 day, 22:21:23 || Estimated Time: 4:20:22
2023-07-15 11:26:16,275 semantic_segmentation INFO: Iters: 45730/50000 || Lr: 0.002185 || Task Loss: 0.6102 || KD Loss: 0.1818|| 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 day, 22:21:59 || Estimated Time: 4:19:45
2023-07-15 11:26:51,476 semantic_segmentation INFO: Iters: 45740/50000 || Lr: 0.002180 || Task Loss: 0.1948 || KD Loss: 0.0512|| 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, 22:22:34 || Estimated Time: 4:19:09
2023-07-15 11:27:26,675 semantic_segmentation INFO: Iters: 45750/50000 || Lr: 0.002176 || Task Loss: 0.2544 || KD Loss: 0.0875|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1096|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:23:09 || Estimated Time: 4:18:32
2023-07-15 11:28:02,100 semantic_segmentation INFO: Iters: 45760/50000 || Lr: 0.002171 || Task Loss: 0.3099 || KD Loss: 0.1091|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:23:45 || Estimated Time: 4:17:55
2023-07-15 11:28:37,376 semantic_segmentation INFO: Iters: 45770/50000 || Lr: 0.002166 || Task Loss: 0.2031 || KD Loss: 0.0549|| 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 day, 22:24:20 || Estimated Time: 4:17:19
2023-07-15 11:29:12,578 semantic_segmentation INFO: Iters: 45780/50000 || Lr: 0.002162 || Task Loss: 0.2665 || KD Loss: 0.1022|| 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: 1 day, 22:24:55 || Estimated Time: 4:16:42
2023-07-15 11:29:47,780 semantic_segmentation INFO: Iters: 45790/50000 || Lr: 0.002157 || Task Loss: 0.2015 || KD Loss: 0.0715|| 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 day, 22:25:30 || Estimated Time: 4:16:06
2023-07-15 11:30:22,954 semantic_segmentation INFO: Iters: 45800/50000 || Lr: 0.002153 || Task Loss: 0.2984 || KD Loss: 0.0905|| 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: 1 day, 22:26:05 || Estimated Time: 4:15:29
2023-07-15 11:30:58,318 semantic_segmentation INFO: Iters: 45810/50000 || Lr: 0.002148 || Task Loss: 0.2129 || KD Loss: 0.0634|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:26:41 || Estimated Time: 4:14:52
2023-07-15 11:31:33,701 semantic_segmentation INFO: Iters: 45820/50000 || Lr: 0.002143 || Task Loss: 0.2510 || KD Loss: 0.0654|| 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 day, 22:27:16 || Estimated Time: 4:14:16
2023-07-15 11:32:08,926 semantic_segmentation INFO: Iters: 45830/50000 || Lr: 0.002139 || Task Loss: 0.2805 || KD Loss: 0.0799|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1143|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:27:51 || Estimated Time: 4:13:39
2023-07-15 11:32:44,015 semantic_segmentation INFO: Iters: 45840/50000 || Lr: 0.002134 || Task Loss: 0.2486 || KD Loss: 0.0761|| 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 day, 22:28:27 || Estimated Time: 4:13:03
2023-07-15 11:33:19,651 semantic_segmentation INFO: Iters: 45850/50000 || Lr: 0.002130 || Task Loss: 0.2948 || KD Loss: 0.0771|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:29:02 || Estimated Time: 4:12:26
2023-07-15 11:33:54,655 semantic_segmentation INFO: Iters: 45860/50000 || Lr: 0.002125 || Task Loss: 0.3407 || KD Loss: 0.1186|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1152|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:29:37 || Estimated Time: 4:11:49
2023-07-15 11:34:30,003 semantic_segmentation INFO: Iters: 45870/50000 || Lr: 0.002120 || Task Loss: 0.2833 || KD Loss: 0.0959|| 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 day, 22:30:13 || Estimated Time: 4:11:13
2023-07-15 11:35:05,373 semantic_segmentation INFO: Iters: 45880/50000 || Lr: 0.002116 || Task Loss: 0.2943 || KD Loss: 0.1033|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:30:48 || Estimated Time: 4:10:36
2023-07-15 11:35:40,929 semantic_segmentation INFO: Iters: 45890/50000 || Lr: 0.002111 || Task Loss: 0.2868 || KD Loss: 0.0794|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1041|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:31:23 || Estimated Time: 4:10:00
2023-07-15 11:36:15,932 semantic_segmentation INFO: Iters: 45900/50000 || Lr: 0.002106 || Task Loss: 0.2118 || KD Loss: 0.0900|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:31:58 || Estimated Time: 4:09:23
2023-07-15 11:36:51,426 semantic_segmentation INFO: Iters: 45910/50000 || Lr: 0.002102 || Task Loss: 0.2905 || KD Loss: 0.1183|| 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 day, 22:32:34 || Estimated Time: 4:08:46
2023-07-15 11:37:26,821 semantic_segmentation INFO: Iters: 45920/50000 || Lr: 0.002097 || Task Loss: 0.3025 || KD Loss: 0.1278|| 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 day, 22:33:09 || Estimated Time: 4:08:10
2023-07-15 11:38:02,110 semantic_segmentation INFO: Iters: 45930/50000 || Lr: 0.002093 || Task Loss: 0.3364 || KD Loss: 0.1103|| 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: 1 day, 22:33:45 || Estimated Time: 4:07:33
2023-07-15 11:38:37,487 semantic_segmentation INFO: Iters: 45940/50000 || Lr: 0.002088 || Task Loss: 0.3008 || KD Loss: 0.1004|| 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: 1 day, 22:34:20 || Estimated Time: 4:06:57
2023-07-15 11:39:12,868 semantic_segmentation INFO: Iters: 45950/50000 || Lr: 0.002083 || Task Loss: 0.2455 || KD Loss: 0.0696|| 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: 1 day, 22:34:55 || Estimated Time: 4:06:20
2023-07-15 11:39:48,383 semantic_segmentation INFO: Iters: 45960/50000 || Lr: 0.002079 || Task Loss: 0.2971 || KD Loss: 0.0798|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:35:31 || Estimated Time: 4:05:43
2023-07-15 11:40:23,588 semantic_segmentation INFO: Iters: 45970/50000 || Lr: 0.002074 || Task Loss: 0.1938 || KD Loss: 0.0529|| 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: 1 day, 22:36:06 || Estimated Time: 4:05:07
2023-07-15 11:40:58,928 semantic_segmentation INFO: Iters: 45980/50000 || Lr: 0.002069 || Task Loss: 0.2354 || KD Loss: 0.0743|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:36:41 || Estimated Time: 4:04:30
2023-07-15 11:41:34,152 semantic_segmentation INFO: Iters: 45990/50000 || Lr: 0.002065 || Task Loss: 0.2953 || KD Loss: 0.0982|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:37:17 || Estimated Time: 4:03:54
2023-07-15 11:42:09,562 semantic_segmentation INFO: Iters: 46000/50000 || Lr: 0.002060 || Task Loss: 0.3191 || KD Loss: 0.0921|| 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: 1 day, 22:37:52 || Estimated Time: 4:03:17
2023-07-15 11:42:44,767 semantic_segmentation INFO: Iters: 46010/50000 || Lr: 0.002056 || Task Loss: 0.2280 || KD Loss: 0.0673|| 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: 1 day, 22:38:27 || Estimated Time: 4:02:40
2023-07-15 11:43:19,672 semantic_segmentation INFO: Iters: 46020/50000 || Lr: 0.002051 || Task Loss: 0.2794 || KD Loss: 0.0920|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:39:02 || Estimated Time: 4:02:04
2023-07-15 11:43:55,355 semantic_segmentation INFO: Iters: 46030/50000 || Lr: 0.002046 || Task Loss: 0.2182 || KD Loss: 0.0568|| 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, 22:39:38 || Estimated Time: 4:01:27
2023-07-15 11:44:31,162 semantic_segmentation INFO: Iters: 46040/50000 || Lr: 0.002042 || Task Loss: 0.3739 || KD Loss: 0.1117|| 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 day, 22:40:14 || Estimated Time: 4:00:51
2023-07-15 11:45:06,809 semantic_segmentation INFO: Iters: 46050/50000 || Lr: 0.002037 || Task Loss: 0.2759 || KD Loss: 0.0724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:40:49 || Estimated Time: 4:00:14
2023-07-15 11:45:42,643 semantic_segmentation INFO: Iters: 46060/50000 || Lr: 0.002032 || Task Loss: 0.2860 || KD Loss: 0.0720|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:41:25 || Estimated Time: 3:59:38
2023-07-15 11:46:18,918 semantic_segmentation INFO: Iters: 46070/50000 || Lr: 0.002028 || Task Loss: 0.2744 || KD Loss: 0.0653|| 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: 1 day, 22:42:01 || Estimated Time: 3:59:01
2023-07-15 11:46:54,827 semantic_segmentation INFO: Iters: 46080/50000 || Lr: 0.002023 || Task Loss: 0.2173 || KD Loss: 0.0596|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:42:37 || Estimated Time: 3:58:24
2023-07-15 11:47:30,944 semantic_segmentation INFO: Iters: 46090/50000 || Lr: 0.002018 || Task Loss: 0.2450 || KD Loss: 0.0724|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:43:13 || Estimated Time: 3:57:48
2023-07-15 11:48:06,852 semantic_segmentation INFO: Iters: 46100/50000 || Lr: 0.002014 || Task Loss: 0.2622 || KD Loss: 0.0845|| 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 day, 22:43:49 || Estimated Time: 3:57:11
2023-07-15 11:48:43,062 semantic_segmentation INFO: Iters: 46110/50000 || Lr: 0.002009 || Task Loss: 0.2601 || KD Loss: 0.0736|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1003|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:44:26 || Estimated Time: 3:56:35
2023-07-15 11:49:19,242 semantic_segmentation INFO: Iters: 46120/50000 || Lr: 0.002005 || Task Loss: 0.2689 || KD Loss: 0.0719|| 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: 1 day, 22:45:02 || Estimated Time: 3:55:58
2023-07-15 11:49:55,286 semantic_segmentation INFO: Iters: 46130/50000 || Lr: 0.002000 || Task Loss: 0.2235 || KD Loss: 0.0587|| 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 day, 22:45:38 || Estimated Time: 3:55:22
2023-07-15 11:50:31,153 semantic_segmentation INFO: Iters: 46140/50000 || Lr: 0.001995 || Task Loss: 0.2267 || KD Loss: 0.0632|| 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 day, 22:46:14 || Estimated Time: 3:54:45
2023-07-15 11:51:07,496 semantic_segmentation INFO: Iters: 46150/50000 || Lr: 0.001991 || Task Loss: 0.2438 || KD Loss: 0.0548|| 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 day, 22:46:50 || Estimated Time: 3:54:09
2023-07-15 11:51:43,537 semantic_segmentation INFO: Iters: 46160/50000 || Lr: 0.001986 || Task Loss: 0.2127 || KD Loss: 0.0774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1065|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:53:32
2023-07-15 11:52:19,586 semantic_segmentation INFO: Iters: 46170/50000 || Lr: 0.001981 || Task Loss: 0.2818 || KD Loss: 0.1077|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:48:02 || Estimated Time: 3:52:56
2023-07-15 11:52:56,304 semantic_segmentation INFO: Iters: 46180/50000 || Lr: 0.001977 || Task Loss: 0.3635 || KD Loss: 0.1030|| 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: 1 day, 22:48:39 || Estimated Time: 3:52:19
2023-07-15 11:53:32,819 semantic_segmentation INFO: Iters: 46190/50000 || Lr: 0.001972 || Task Loss: 0.2650 || KD Loss: 0.0595|| 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 day, 22:49:15 || Estimated Time: 3:51:43
2023-07-15 11:54:08,757 semantic_segmentation INFO: Iters: 46200/50000 || Lr: 0.001967 || Task Loss: 0.2351 || KD Loss: 0.0589|| 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 day, 22:49:51 || Estimated Time: 3:51:06
2023-07-15 11:54:45,156 semantic_segmentation INFO: Iters: 46210/50000 || Lr: 0.001963 || Task Loss: 0.3080 || KD Loss: 0.0880|| 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: 1 day, 22:50:28 || Estimated Time: 3:50:30
2023-07-15 11:55:21,614 semantic_segmentation INFO: Iters: 46220/50000 || Lr: 0.001958 || Task Loss: 0.2588 || KD Loss: 0.1099|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:49:53
2023-07-15 11:55:58,570 semantic_segmentation INFO: Iters: 46230/50000 || Lr: 0.001953 || Task Loss: 0.3322 || KD Loss: 0.0820|| 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 day, 22:51:41 || Estimated Time: 3:49:17
2023-07-15 11:56:35,258 semantic_segmentation INFO: Iters: 46240/50000 || Lr: 0.001949 || Task Loss: 0.2283 || KD Loss: 0.0608|| 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: 1 day, 22:52:18 || Estimated Time: 3:48:40
2023-07-15 11:57:11,846 semantic_segmentation INFO: Iters: 46250/50000 || Lr: 0.001944 || Task Loss: 0.1868 || KD Loss: 0.0534|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:52:54 || Estimated Time: 3:48:04
2023-07-15 11:57:48,572 semantic_segmentation INFO: Iters: 46260/50000 || Lr: 0.001939 || Task Loss: 0.1616 || KD Loss: 0.0614|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:53:31 || Estimated Time: 3:47:27
2023-07-15 11:58:25,027 semantic_segmentation INFO: Iters: 46270/50000 || Lr: 0.001935 || Task Loss: 0.2699 || KD Loss: 0.0796|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:54:08 || Estimated Time: 3:46:51
2023-07-15 11:59:01,565 semantic_segmentation INFO: Iters: 46280/50000 || Lr: 0.001930 || Task Loss: 0.2388 || KD Loss: 0.0833|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0995|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:54:44 || Estimated Time: 3:46:14
2023-07-15 11:59:38,403 semantic_segmentation INFO: Iters: 46290/50000 || Lr: 0.001925 || Task Loss: 0.2809 || KD Loss: 0.0627|| 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: 1 day, 22:55:21 || Estimated Time: 3:45:38
2023-07-15 12:00:14,876 semantic_segmentation INFO: Iters: 46300/50000 || Lr: 0.001921 || Task Loss: 0.1981 || KD Loss: 0.0572|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0922|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:55:57 || Estimated Time: 3:45:01
2023-07-15 12:00:51,190 semantic_segmentation INFO: Iters: 46310/50000 || Lr: 0.001916 || Task Loss: 0.2354 || KD Loss: 0.0680|| 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 day, 22:56:34 || Estimated Time: 3:44:25
2023-07-15 12:01:27,723 semantic_segmentation INFO: Iters: 46320/50000 || Lr: 0.001911 || Task Loss: 0.2400 || KD Loss: 0.0682|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1053|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 22:57:10 || Estimated Time: 3:43:48
2023-07-15 12:02:04,223 semantic_segmentation INFO: Iters: 46330/50000 || Lr: 0.001907 || Task Loss: 0.2186 || KD Loss: 0.0754|| 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 day, 22:57:47 || Estimated Time: 3:43:12
2023-07-15 12:02:40,762 semantic_segmentation INFO: Iters: 46340/50000 || Lr: 0.001902 || Task Loss: 0.2771 || KD Loss: 0.0842|| 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: 1 day, 22:58:23 || Estimated Time: 3:42:35
2023-07-15 12:03:17,042 semantic_segmentation INFO: Iters: 46350/50000 || Lr: 0.001897 || Task Loss: 0.2840 || KD Loss: 0.0675|| 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: 1 day, 22:59:00 || Estimated Time: 3:41:59
2023-07-15 12:03:53,497 semantic_segmentation INFO: Iters: 46360/50000 || Lr: 0.001893 || Task Loss: 0.1814 || KD Loss: 0.0627|| 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 day, 22:59:36 || Estimated Time: 3:41:22
2023-07-15 12:04:30,083 semantic_segmentation INFO: Iters: 46370/50000 || Lr: 0.001888 || Task Loss: 0.1769 || KD Loss: 0.0579|| 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: 1 day, 23:00:13 || Estimated Time: 3:40:46
2023-07-15 12:05:06,370 semantic_segmentation INFO: Iters: 46380/50000 || Lr: 0.001883 || Task Loss: 0.2747 || KD Loss: 0.0989|| 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: 1 day, 23:00:49 || Estimated Time: 3:40:09
2023-07-15 12:05:42,819 semantic_segmentation INFO: Iters: 46390/50000 || Lr: 0.001879 || Task Loss: 0.2295 || KD Loss: 0.0807|| 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 day, 23:01:25 || Estimated Time: 3:39:33
2023-07-15 12:06:19,066 semantic_segmentation INFO: Iters: 46400/50000 || Lr: 0.001874 || Task Loss: 0.1963 || KD Loss: 0.0530|| 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: 1 day, 23:02:02 || Estimated Time: 3:38:56
2023-07-15 12:06:19,135 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-15 12:06:19,782 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.964, mIoU: 0.393
2023-07-15 12:06:19,917 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.468
2023-07-15 12:06:20,050 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.968, mIoU: 0.484
2023-07-15 12:06:20,183 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.514
2023-07-15 12:06:20,310 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.968, mIoU: 0.505
2023-07-15 12:06:20,443 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.968, mIoU: 0.507
2023-07-15 12:06:20,579 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.503
2023-07-15 12:06:20,710 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.533
2023-07-15 12:06:20,842 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.581
2023-07-15 12:06:20,977 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.618
2023-07-15 12:06:21,106 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.958, mIoU: 0.623
2023-07-15 12:06:21,237 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.955, mIoU: 0.640
2023-07-15 12:06:21,370 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.954, mIoU: 0.655
2023-07-15 12:06:21,501 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.650
2023-07-15 12:06:21,632 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.953, mIoU: 0.654
2023-07-15 12:06:21,759 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.644
2023-07-15 12:06:21,892 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.950, mIoU: 0.646
2023-07-15 12:06:22,024 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.950, mIoU: 0.648
2023-07-15 12:06:22,150 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.949, mIoU: 0.653
2023-07-15 12:06:22,282 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.949, mIoU: 0.661
2023-07-15 12:06:22,418 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.661
2023-07-15 12:06:22,549 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.675
2023-07-15 12:06:22,681 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.678
2023-07-15 12:06:22,815 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.684
2023-07-15 12:06:22,945 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.947, mIoU: 0.697
2023-07-15 12:06:23,075 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.947, mIoU: 0.700
2023-07-15 12:06:23,207 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 12:06:23,337 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.945, mIoU: 0.684
2023-07-15 12:06:23,468 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.945, mIoU: 0.683
2023-07-15 12:06:23,595 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.944, mIoU: 0.693
2023-07-15 12:06:23,726 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.944, mIoU: 0.690
2023-07-15 12:06:23,860 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.943, mIoU: 0.688
2023-07-15 12:06:23,989 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.944, mIoU: 0.689
2023-07-15 12:06:24,124 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-15 12:06:24,259 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.944, mIoU: 0.689
2023-07-15 12:06:24,389 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-15 12:06:24,520 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.943, mIoU: 0.684
2023-07-15 12:06:24,653 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.943, mIoU: 0.684
2023-07-15 12:06:24,783 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.942, mIoU: 0.678
2023-07-15 12:06:24,914 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-15 12:06:25,041 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.943, mIoU: 0.678
2023-07-15 12:06:25,174 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-15 12:06:25,307 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-15 12:06:25,434 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-15 12:06:25,567 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-15 12:06:25,702 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-15 12:06:25,832 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.945, mIoU: 0.677
2023-07-15 12:06:25,966 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.676
2023-07-15 12:06:26,101 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.946, mIoU: 0.681
2023-07-15 12:06:26,233 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.946, mIoU: 0.684
2023-07-15 12:06:26,363 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.945, mIoU: 0.683
2023-07-15 12:06:26,496 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-15 12:06:26,626 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.944, mIoU: 0.688
2023-07-15 12:06:26,757 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.944, mIoU: 0.690
2023-07-15 12:06:26,885 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.942, mIoU: 0.687
2023-07-15 12:06:27,017 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.942, mIoU: 0.686
2023-07-15 12:06:27,150 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.942, mIoU: 0.686
2023-07-15 12:06:27,277 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.692
2023-07-15 12:06:27,410 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.943, mIoU: 0.695
2023-07-15 12:06:27,545 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.942, mIoU: 0.694
2023-07-15 12:06:27,675 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.942, mIoU: 0.697
2023-07-15 12:06:27,809 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.942, mIoU: 0.699
2023-07-15 12:06:27,941 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.941, mIoU: 0.695
2023-07-15 12:06:28,070 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.942, mIoU: 0.699
2023-07-15 12:06:28,200 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.942, mIoU: 0.702
2023-07-15 12:06:28,327 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.942, mIoU: 0.702
2023-07-15 12:06:28,459 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.941, mIoU: 0.701
2023-07-15 12:06:28,591 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.941, mIoU: 0.702
2023-07-15 12:06:28,717 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.940, mIoU: 0.700
2023-07-15 12:06:28,849 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.941, mIoU: 0.700
2023-07-15 12:06:28,984 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.941, mIoU: 0.700
2023-07-15 12:06:29,115 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.941, mIoU: 0.700
2023-07-15 12:06:29,248 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.941, mIoU: 0.698
2023-07-15 12:06:29,381 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.942, mIoU: 0.698
2023-07-15 12:06:29,510 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.941, mIoU: 0.698
2023-07-15 12:06:29,643 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.941, mIoU: 0.697
2023-07-15 12:06:29,776 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.942, mIoU: 0.697
2023-07-15 12:06:29,906 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.942, mIoU: 0.696
2023-07-15 12:06:30,036 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.941, mIoU: 0.696
2023-07-15 12:06:30,171 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.941, mIoU: 0.697
2023-07-15 12:06:30,304 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.941, mIoU: 0.699
2023-07-15 12:06:30,436 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.941, mIoU: 0.699
2023-07-15 12:06:30,562 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.941, mIoU: 0.697
2023-07-15 12:06:30,694 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.940, mIoU: 0.696
2023-07-15 12:06:30,828 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.938, mIoU: 0.692
2023-07-15 12:06:30,958 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.938, mIoU: 0.692
2023-07-15 12:06:31,091 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.938, mIoU: 0.693
2023-07-15 12:06:31,224 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.938, mIoU: 0.693
2023-07-15 12:06:31,353 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.938, mIoU: 0.692
2023-07-15 12:06:31,486 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.938, mIoU: 0.692
2023-07-15 12:06:31,621 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.938, mIoU: 0.693
2023-07-15 12:06:31,750 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-15 12:06:31,881 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-15 12:06:32,015 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.938, mIoU: 0.683
2023-07-15 12:06:32,149 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.938, mIoU: 0.683
2023-07-15 12:06:32,279 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.938, mIoU: 0.683
2023-07-15 12:06:32,406 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-15 12:06:32,538 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.939, mIoU: 0.684
2023-07-15 12:06:32,673 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-15 12:06:32,803 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-15 12:06:32,934 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.936, mIoU: 0.684
2023-07-15 12:06:33,065 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.936, mIoU: 0.682
2023-07-15 12:06:33,192 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-15 12:06:33,323 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-15 12:06:33,458 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-15 12:06:33,588 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-15 12:06:33,726 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.937, mIoU: 0.681
2023-07-15 12:06:33,866 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-15 12:06:34,007 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-15 12:06:34,147 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-15 12:06:34,285 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-15 12:06:34,424 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-15 12:06:34,563 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.936, mIoU: 0.681
2023-07-15 12:06:34,704 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.937, mIoU: 0.680
2023-07-15 12:06:34,843 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.937, mIoU: 0.680
2023-07-15 12:06:34,981 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.937, mIoU: 0.680
2023-07-15 12:06:35,118 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.936, mIoU: 0.679
2023-07-15 12:06:35,254 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.936, mIoU: 0.676
2023-07-15 12:06:35,390 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.936, mIoU: 0.679
2023-07-15 12:06:35,527 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.936, mIoU: 0.679
2023-07-15 12:06:35,661 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.937, mIoU: 0.678
2023-07-15 12:06:35,797 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.936, mIoU: 0.678
2023-07-15 12:06:35,934 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.936, mIoU: 0.678
2023-07-15 12:06:36,068 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.936, mIoU: 0.679
2023-07-15 12:06:36,204 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.937, mIoU: 0.680
2023-07-15 12:06:36,340 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-15 12:06:36,474 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-15 12:06:36,608 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-15 12:06:36,744 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-15 12:06:36,879 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-15 12:06:37,012 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-15 12:06:37,148 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-15 12:06:37,283 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-15 12:06:37,417 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.938, mIoU: 0.682
2023-07-15 12:06:37,552 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.938, mIoU: 0.681
2023-07-15 12:06:37,686 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.938, mIoU: 0.681
2023-07-15 12:06:37,822 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.938, mIoU: 0.681
2023-07-15 12:06:37,955 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.938, mIoU: 0.676
2023-07-15 12:06:38,088 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.937, mIoU: 0.676
2023-07-15 12:06:38,224 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.938, mIoU: 0.678
2023-07-15 12:06:38,356 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.938, mIoU: 0.678
2023-07-15 12:06:38,493 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.938, mIoU: 0.678
2023-07-15 12:06:38,629 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.938, mIoU: 0.677
2023-07-15 12:06:38,761 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.938, mIoU: 0.677
2023-07-15 12:06:38,896 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.938, mIoU: 0.677
2023-07-15 12:06:39,031 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.938, mIoU: 0.679
2023-07-15 12:06:39,164 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.938, mIoU: 0.678
2023-07-15 12:06:39,297 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.938, mIoU: 0.678
2023-07-15 12:06:39,430 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.937, mIoU: 0.678
2023-07-15 12:06:39,562 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.937, mIoU: 0.677
2023-07-15 12:06:39,695 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.938, mIoU: 0.678
2023-07-15 12:06:39,827 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.938, mIoU: 0.678
2023-07-15 12:06:39,958 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.938, mIoU: 0.678
2023-07-15 12:06:40,092 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.938, mIoU: 0.678
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2023-07-15 12:07:06,143 semantic_segmentation INFO: Sample: 351, Validation pixAcc: 0.941, mIoU: 0.670
2023-07-15 12:07:06,278 semantic_segmentation INFO: Sample: 352, Validation pixAcc: 0.941, mIoU: 0.670
2023-07-15 12:07:06,408 semantic_segmentation INFO: Sample: 353, Validation pixAcc: 0.941, mIoU: 0.671
2023-07-15 12:07:06,542 semantic_segmentation INFO: Sample: 354, Validation pixAcc: 0.941, mIoU: 0.671
2023-07-15 12:07:06,677 semantic_segmentation INFO: Sample: 355, Validation pixAcc: 0.941, mIoU: 0.671
2023-07-15 12:07:06,806 semantic_segmentation INFO: Sample: 356, Validation pixAcc: 0.941, mIoU: 0.671
2023-07-15 12:07:06,939 semantic_segmentation INFO: Sample: 357, Validation pixAcc: 0.941, mIoU: 0.671
2023-07-15 12:07:07,075 semantic_segmentation INFO: Sample: 358, Validation pixAcc: 0.941, mIoU: 0.671
2023-07-15 12:07:07,206 semantic_segmentation INFO: Sample: 359, Validation pixAcc: 0.941, mIoU: 0.671
2023-07-15 12:07:07,337 semantic_segmentation INFO: Sample: 360, Validation pixAcc: 0.942, mIoU: 0.671
2023-07-15 12:07:07,469 semantic_segmentation INFO: Sample: 361, Validation pixAcc: 0.941, mIoU: 0.671
2023-07-15 12:07:07,598 semantic_segmentation INFO: Sample: 362, Validation pixAcc: 0.942, mIoU: 0.671
2023-07-15 12:07:07,728 semantic_segmentation INFO: Sample: 363, Validation pixAcc: 0.942, mIoU: 0.671
2023-07-15 12:07:07,857 semantic_segmentation INFO: Sample: 364, Validation pixAcc: 0.942, mIoU: 0.671
2023-07-15 12:07:07,990 semantic_segmentation INFO: Sample: 365, Validation pixAcc: 0.942, mIoU: 0.671
2023-07-15 12:07:08,123 semantic_segmentation INFO: Sample: 366, Validation pixAcc: 0.942, mIoU: 0.671
2023-07-15 12:07:08,251 semantic_segmentation INFO: Sample: 367, Validation pixAcc: 0.942, mIoU: 0.671
2023-07-15 12:07:08,384 semantic_segmentation INFO: Sample: 368, Validation pixAcc: 0.942, mIoU: 0.672
2023-07-15 12:07:08,518 semantic_segmentation INFO: Sample: 369, Validation pixAcc: 0.942, mIoU: 0.672
2023-07-15 12:07:08,647 semantic_segmentation INFO: Sample: 370, Validation pixAcc: 0.942, mIoU: 0.673
2023-07-15 12:07:08,780 semantic_segmentation INFO: Sample: 371, Validation pixAcc: 0.942, mIoU: 0.673
2023-07-15 12:07:08,914 semantic_segmentation INFO: Sample: 372, Validation pixAcc: 0.942, mIoU: 0.673
2023-07-15 12:07:09,044 semantic_segmentation INFO: Sample: 373, Validation pixAcc: 0.942, mIoU: 0.673
2023-07-15 12:07:09,177 semantic_segmentation INFO: Sample: 374, Validation pixAcc: 0.942, mIoU: 0.673
2023-07-15 12:07:09,311 semantic_segmentation INFO: Sample: 375, Validation pixAcc: 0.942, mIoU: 0.673
2023-07-15 12:07:09,440 semantic_segmentation INFO: Sample: 376, Validation pixAcc: 0.942, mIoU: 0.673
2023-07-15 12:07:09,573 semantic_segmentation INFO: Sample: 377, Validation pixAcc: 0.942, mIoU: 0.673
2023-07-15 12:07:09,708 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.942, mIoU: 0.673
2023-07-15 12:07:09,838 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.942, mIoU: 0.673
2023-07-15 12:07:09,968 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.942, mIoU: 0.673
2023-07-15 12:07:10,094 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.942, mIoU: 0.673
2023-07-15 12:07:10,226 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.943, mIoU: 0.674
2023-07-15 12:07:10,360 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.943, mIoU: 0.674
2023-07-15 12:07:10,489 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.943, mIoU: 0.674
2023-07-15 12:07:10,622 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.943, mIoU: 0.675
2023-07-15 12:07:10,755 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.943, mIoU: 0.675
2023-07-15 12:07:10,886 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.943, mIoU: 0.675
2023-07-15 12:07:11,018 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.943, mIoU: 0.675
2023-07-15 12:07:11,153 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.943, mIoU: 0.675
2023-07-15 12:07:11,282 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-15 12:07:11,414 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-15 12:07:11,549 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-15 12:07:11,679 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-15 12:07:11,807 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-15 12:07:11,931 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-15 12:07:12,063 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-15 12:07:12,198 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-15 12:07:12,329 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-15 12:07:12,460 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-15 12:07:12,592 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-15 12:07:12,721 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-15 12:07:12,852 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-15 12:07:12,986 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-15 12:07:13,116 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-15 12:07:13,245 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-15 12:07:13,368 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-15 12:07:13,500 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-15 12:07:13,635 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-15 12:07:13,767 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-15 12:07:13,897 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-15 12:07:14,029 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-15 12:07:14,158 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-15 12:07:14,289 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-15 12:07:14,422 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.944, mIoU: 0.678
2023-07-15 12:07:14,553 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-15 12:07:14,683 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-15 12:07:14,817 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-15 12:07:14,948 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-15 12:07:15,078 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-15 12:07:15,201 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-15 12:07:15,333 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-15 12:07:15,466 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-15 12:07:15,596 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-15 12:07:15,726 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-15 12:07:15,863 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-15 12:07:15,994 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-15 12:07:16,125 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-15 12:07:16,259 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-15 12:07:16,390 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-15 12:07:16,521 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-15 12:07:16,650 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-15 12:07:16,783 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-15 12:07:16,915 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.945, mIoU: 0.679
2023-07-15 12:07:17,043 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-15 12:07:17,174 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-15 12:07:17,307 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-15 12:07:17,437 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-15 12:07:17,567 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-15 12:07:17,702 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-15 12:07:17,834 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-15 12:07:17,964 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-15 12:07:18,096 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-15 12:07:18,228 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-15 12:07:18,359 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-15 12:07:18,486 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-15 12:07:18,618 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-15 12:07:18,752 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-15 12:07:18,880 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.946, mIoU: 0.680
2023-07-15 12:07:19,013 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.946, mIoU: 0.680
2023-07-15 12:07:19,149 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.946, mIoU: 0.680
2023-07-15 12:07:19,281 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.946, mIoU: 0.680
2023-07-15 12:07:19,413 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.946, mIoU: 0.680
2023-07-15 12:07:19,548 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.947, mIoU: 0.680
2023-07-15 12:07:19,679 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.947, mIoU: 0.680
2023-07-15 12:07:19,809 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.947, mIoU: 0.681
2023-07-15 12:07:19,942 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.947, mIoU: 0.681
2023-07-15 12:07:20,073 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.947, mIoU: 0.681
2023-07-15 12:07:20,204 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.947, mIoU: 0.681
2023-07-15 12:07:20,331 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.947, mIoU: 0.681
2023-07-15 12:07:20,460 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.947, mIoU: 0.681
2023-07-15 12:07:20,594 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.947, mIoU: 0.681
2023-07-15 12:07:20,723 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.947, mIoU: 0.681
2023-07-15 12:07:20,857 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.947, mIoU: 0.681
2023-07-15 12:07:20,992 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 12:07:21,124 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.947, mIoU: 0.681
2023-07-15 12:07:21,256 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 12:07:21,390 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 12:07:21,521 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 12:07:21,652 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 12:07:21,785 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 12:07:21,915 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 12:07:22,047 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.947, mIoU: 0.681
2023-07-15 12:07:22,175 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.947, mIoU: 0.681
2023-07-15 12:07:22,308 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 12:07:22,438 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 12:07:22,566 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 12:07:22,701 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 12:07:22,837 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 12:07:22,968 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 12:07:23,099 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 12:07:23,234 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 12:07:23,365 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 12:07:23,496 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 12:07:23,628 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 12:07:23,759 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 12:07:23,890 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 12:07:24,019 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 12:07:24,152 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 12:07:24,286 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 12:07:24,414 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 12:07:24,547 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 12:07:24,683 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.947, mIoU: 0.683
2023-07-15 12:07:24,814 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.947, mIoU: 0.683
2023-07-15 12:07:24,945 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.947, mIoU: 0.682
2023-07-15 12:07:25,079 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.947, mIoU: 0.683
2023-07-15 12:07:25,211 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.947, mIoU: 0.683
2023-07-15 12:07:25,341 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.947, mIoU: 0.683
2023-07-15 12:07:25,473 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.948, mIoU: 0.683
2023-07-15 12:07:25,604 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.948, mIoU: 0.683
2023-07-15 12:07:25,733 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.948, mIoU: 0.683
2023-07-15 12:08:01,820 semantic_segmentation INFO: Iters: 46410/50000 || Lr: 0.001869 || Task Loss: 0.2780 || KD Loss: 0.0823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:03:44 || Estimated Time: 3:38:25
2023-07-15 12:08:38,394 semantic_segmentation INFO: Iters: 46420/50000 || Lr: 0.001864 || Task Loss: 0.1823 || KD Loss: 0.0559|| 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: 1 day, 23:04:21 || Estimated Time: 3:37:49
2023-07-15 12:09:14,137 semantic_segmentation INFO: Iters: 46430/50000 || Lr: 0.001860 || Task Loss: 0.2645 || KD Loss: 0.0902|| 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 day, 23:04:57 || Estimated Time: 3:37:12
2023-07-15 12:09:50,245 semantic_segmentation INFO: Iters: 46440/50000 || Lr: 0.001855 || Task Loss: 0.3274 || KD Loss: 0.0905|| 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: 1 day, 23:05:33 || Estimated Time: 3:36:35
2023-07-15 12:10:26,767 semantic_segmentation INFO: Iters: 46450/50000 || Lr: 0.001850 || Task Loss: 0.3364 || KD Loss: 0.0856|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1176|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:35:59
2023-07-15 12:11:02,626 semantic_segmentation INFO: Iters: 46460/50000 || Lr: 0.001846 || Task Loss: 0.2152 || KD Loss: 0.0783|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:06:45 || Estimated Time: 3:35:22
2023-07-15 12:11:39,026 semantic_segmentation INFO: Iters: 46470/50000 || Lr: 0.001841 || Task Loss: 0.2478 || KD Loss: 0.0642|| 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: 1 day, 23:07:22 || Estimated Time: 3:34:46
2023-07-15 12:12:15,587 semantic_segmentation INFO: Iters: 46480/50000 || Lr: 0.001836 || Task Loss: 0.1927 || KD Loss: 0.0606|| 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: 1 day, 23:07:58 || Estimated Time: 3:34:09
2023-07-15 12:12:51,785 semantic_segmentation INFO: Iters: 46490/50000 || Lr: 0.001832 || Task Loss: 0.2222 || KD Loss: 0.0753|| 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 day, 23:08:34 || Estimated Time: 3:33:33
2023-07-15 12:13:28,225 semantic_segmentation INFO: Iters: 46500/50000 || Lr: 0.001827 || Task Loss: 0.2855 || KD Loss: 0.0952|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1028|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:09:11 || Estimated Time: 3:32:56
2023-07-15 12:14:04,700 semantic_segmentation INFO: Iters: 46510/50000 || Lr: 0.001822 || Task Loss: 0.2513 || KD Loss: 0.0744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:32:20
2023-07-15 12:14:41,146 semantic_segmentation INFO: Iters: 46520/50000 || Lr: 0.001818 || Task Loss: 0.2442 || KD Loss: 0.0683|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:10:24 || Estimated Time: 3:31:43
2023-07-15 12:15:17,862 semantic_segmentation INFO: Iters: 46530/50000 || Lr: 0.001813 || Task Loss: 0.4571 || KD Loss: 0.1562|| 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: 1 day, 23:11:00 || Estimated Time: 3:31:07
2023-07-15 12:15:54,594 semantic_segmentation INFO: Iters: 46540/50000 || Lr: 0.001808 || Task Loss: 0.2555 || KD Loss: 0.0677|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:11:37 || Estimated Time: 3:30:30
2023-07-15 12:16:30,807 semantic_segmentation INFO: Iters: 46550/50000 || Lr: 0.001803 || Task Loss: 0.2460 || KD Loss: 0.0653|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:12:13 || Estimated Time: 3:29:54
2023-07-15 12:17:07,327 semantic_segmentation INFO: Iters: 46560/50000 || Lr: 0.001799 || Task Loss: 0.1865 || KD Loss: 0.0553|| 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: 1 day, 23:12:50 || Estimated Time: 3:29:17
2023-07-15 12:17:43,824 semantic_segmentation INFO: Iters: 46570/50000 || Lr: 0.001794 || Task Loss: 0.2985 || KD Loss: 0.1184|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:28:41
2023-07-15 12:18:20,231 semantic_segmentation INFO: Iters: 46580/50000 || Lr: 0.001789 || Task Loss: 0.3863 || KD Loss: 0.1069|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0981|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:14:03 || Estimated Time: 3:28:04
2023-07-15 12:18:56,420 semantic_segmentation INFO: Iters: 46590/50000 || Lr: 0.001785 || Task Loss: 0.2306 || KD Loss: 0.0688|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:14:39 || Estimated Time: 3:27:28
2023-07-15 12:19:33,030 semantic_segmentation INFO: Iters: 46600/50000 || Lr: 0.001780 || Task Loss: 0.2755 || KD Loss: 0.0768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:15:16 || Estimated Time: 3:26:51
2023-07-15 12:20:09,469 semantic_segmentation INFO: Iters: 46610/50000 || Lr: 0.001775 || Task Loss: 0.3415 || KD Loss: 0.1307|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:15:52 || Estimated Time: 3:26:15
2023-07-15 12:20:45,525 semantic_segmentation INFO: Iters: 46620/50000 || Lr: 0.001771 || Task Loss: 0.2584 || KD Loss: 0.0853|| 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: 1 day, 23:16:28 || Estimated Time: 3:25:38
2023-07-15 12:21:22,053 semantic_segmentation INFO: Iters: 46630/50000 || Lr: 0.001766 || Task Loss: 0.2783 || KD Loss: 0.0731|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:25:02
2023-07-15 12:21:58,117 semantic_segmentation INFO: Iters: 46640/50000 || Lr: 0.001761 || Task Loss: 0.2233 || KD Loss: 0.0748|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:17:41 || Estimated Time: 3:24:25
2023-07-15 12:22:33,991 semantic_segmentation INFO: Iters: 46650/50000 || Lr: 0.001756 || Task Loss: 0.1876 || KD Loss: 0.0589|| 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 day, 23:18:16 || Estimated Time: 3:23:49
2023-07-15 12:23:10,223 semantic_segmentation INFO: Iters: 46660/50000 || Lr: 0.001752 || Task Loss: 0.2379 || KD Loss: 0.0730|| 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 day, 23:18:53 || Estimated Time: 3:23:12
2023-07-15 12:23:46,125 semantic_segmentation INFO: Iters: 46670/50000 || Lr: 0.001747 || Task Loss: 0.1649 || KD Loss: 0.0539|| 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 day, 23:19:29 || Estimated Time: 3:22:36
2023-07-15 12:24:22,370 semantic_segmentation INFO: Iters: 46680/50000 || Lr: 0.001742 || Task Loss: 0.2840 || KD Loss: 0.0837|| 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: 1 day, 23:20:05 || Estimated Time: 3:21:59
2023-07-15 12:24:58,785 semantic_segmentation INFO: Iters: 46690/50000 || Lr: 0.001737 || Task Loss: 0.1543 || KD Loss: 0.0456|| 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: 1 day, 23:20:41 || Estimated Time: 3:21:23
2023-07-15 12:25:34,818 semantic_segmentation INFO: Iters: 46700/50000 || Lr: 0.001733 || Task Loss: 0.3339 || KD Loss: 0.0875|| 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: 1 day, 23:21:17 || Estimated Time: 3:20:46
2023-07-15 12:26:11,014 semantic_segmentation INFO: Iters: 46710/50000 || Lr: 0.001728 || Task Loss: 0.2470 || KD Loss: 0.0886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:21:54 || Estimated Time: 3:20:09
2023-07-15 12:26:47,600 semantic_segmentation INFO: Iters: 46720/50000 || Lr: 0.001723 || Task Loss: 0.2471 || KD Loss: 0.0754|| 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: 1 day, 23:22:30 || Estimated Time: 3:19:33
2023-07-15 12:27:23,762 semantic_segmentation INFO: Iters: 46730/50000 || Lr: 0.001719 || Task Loss: 0.2586 || KD Loss: 0.0744|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1179|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:23:06 || Estimated Time: 3:18:56
2023-07-15 12:27:59,781 semantic_segmentation INFO: Iters: 46740/50000 || Lr: 0.001714 || Task Loss: 0.1733 || KD Loss: 0.0492|| 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: 1 day, 23:23:42 || Estimated Time: 3:18:20
2023-07-15 12:28:35,915 semantic_segmentation INFO: Iters: 46750/50000 || Lr: 0.001709 || Task Loss: 0.2863 || KD Loss: 0.0860|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 3:17:43
2023-07-15 12:29:12,165 semantic_segmentation INFO: Iters: 46760/50000 || Lr: 0.001704 || Task Loss: 0.2306 || KD Loss: 0.0640|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:24:55 || Estimated Time: 3:17:07
2023-07-15 12:29:48,433 semantic_segmentation INFO: Iters: 46770/50000 || Lr: 0.001700 || Task Loss: 0.2539 || KD Loss: 0.0814|| 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 day, 23:25:31 || Estimated Time: 3:16:30
2023-07-15 12:30:25,051 semantic_segmentation INFO: Iters: 46780/50000 || Lr: 0.001695 || Task Loss: 0.2448 || KD Loss: 0.0957|| 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 day, 23:26:08 || Estimated Time: 3:15:54
2023-07-15 12:31:01,197 semantic_segmentation INFO: Iters: 46790/50000 || Lr: 0.001690 || Task Loss: 0.2204 || KD Loss: 0.0831|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:26:44 || Estimated Time: 3:15:17
2023-07-15 12:31:37,803 semantic_segmentation INFO: Iters: 46800/50000 || Lr: 0.001685 || Task Loss: 0.3256 || KD Loss: 0.0941|| 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: 1 day, 23:27:20 || Estimated Time: 3:14:41
2023-07-15 12:32:14,194 semantic_segmentation INFO: Iters: 46810/50000 || Lr: 0.001681 || Task Loss: 0.2640 || KD Loss: 0.0819|| 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: 1 day, 23:27:57 || Estimated Time: 3:14:04
2023-07-15 12:32:50,782 semantic_segmentation INFO: Iters: 46820/50000 || Lr: 0.001676 || Task Loss: 0.2058 || KD Loss: 0.0540|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:28:33 || Estimated Time: 3:13:28
2023-07-15 12:33:27,080 semantic_segmentation INFO: Iters: 46830/50000 || Lr: 0.001671 || Task Loss: 0.2555 || KD Loss: 0.0639|| 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 day, 23:29:10 || Estimated Time: 3:12:51
2023-07-15 12:34:03,328 semantic_segmentation INFO: Iters: 46840/50000 || Lr: 0.001666 || Task Loss: 0.2260 || KD Loss: 0.0853|| 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: 1 day, 23:29:46 || Estimated Time: 3:12:15
2023-07-15 12:34:39,706 semantic_segmentation INFO: Iters: 46850/50000 || Lr: 0.001662 || Task Loss: 0.4259 || KD Loss: 0.1288|| 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: 1 day, 23:30:22 || Estimated Time: 3:11:38
2023-07-15 12:35:16,149 semantic_segmentation INFO: Iters: 46860/50000 || Lr: 0.001657 || Task Loss: 0.2244 || KD Loss: 0.0595|| 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 day, 23:30:59 || Estimated Time: 3:11:02
2023-07-15 12:35:52,576 semantic_segmentation INFO: Iters: 46870/50000 || Lr: 0.001652 || Task Loss: 0.2235 || KD Loss: 0.0581|| 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 day, 23:31:35 || Estimated Time: 3:10:25
2023-07-15 12:36:29,117 semantic_segmentation INFO: Iters: 46880/50000 || Lr: 0.001647 || Task Loss: 0.2454 || KD Loss: 0.0702|| 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 day, 23:32:12 || Estimated Time: 3:09:49
2023-07-15 12:37:04,976 semantic_segmentation INFO: Iters: 46890/50000 || Lr: 0.001643 || Task Loss: 0.3209 || KD Loss: 0.1026|| 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: 1 day, 23:32:47 || Estimated Time: 3:09:12
2023-07-15 12:37:41,364 semantic_segmentation INFO: Iters: 46900/50000 || Lr: 0.001638 || Task Loss: 0.2200 || KD Loss: 0.0790|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:33:24 || Estimated Time: 3:08:36
2023-07-15 12:38:17,414 semantic_segmentation INFO: Iters: 46910/50000 || Lr: 0.001633 || Task Loss: 0.2648 || KD Loss: 0.0926|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:34:00 || Estimated Time: 3:07:59
2023-07-15 12:38:53,341 semantic_segmentation INFO: Iters: 46920/50000 || Lr: 0.001628 || Task Loss: 0.2123 || KD Loss: 0.0671|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:34:36 || Estimated Time: 3:07:23
2023-07-15 12:39:29,870 semantic_segmentation INFO: Iters: 46930/50000 || Lr: 0.001624 || Task Loss: 0.2321 || KD Loss: 0.1388|| 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 day, 23:35:12 || Estimated Time: 3:06:46
2023-07-15 12:40:06,118 semantic_segmentation INFO: Iters: 46940/50000 || Lr: 0.001619 || Task Loss: 0.2496 || KD Loss: 0.0796|| 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 day, 23:35:49 || Estimated Time: 3:06:10
2023-07-15 12:40:42,471 semantic_segmentation INFO: Iters: 46950/50000 || Lr: 0.001614 || Task Loss: 0.2472 || KD Loss: 0.0678|| 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: 1 day, 23:36:25 || Estimated Time: 3:05:33
2023-07-15 12:41:18,663 semantic_segmentation INFO: Iters: 46960/50000 || Lr: 0.001609 || Task Loss: 0.2587 || KD Loss: 0.0793|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:37:01 || Estimated Time: 3:04:57
2023-07-15 12:41:54,764 semantic_segmentation INFO: Iters: 46970/50000 || Lr: 0.001605 || Task Loss: 0.1918 || KD Loss: 0.0714|| 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 day, 23:37:37 || Estimated Time: 3:04:20
2023-07-15 12:42:31,095 semantic_segmentation INFO: Iters: 46980/50000 || Lr: 0.001600 || Task Loss: 0.2862 || KD Loss: 0.0841|| 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 day, 23:38:14 || Estimated Time: 3:03:44
2023-07-15 12:43:07,626 semantic_segmentation INFO: Iters: 46990/50000 || Lr: 0.001595 || Task Loss: 0.2522 || KD Loss: 0.1077|| 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: 1 day, 23:38:50 || Estimated Time: 3:03:07
2023-07-15 12:43:43,680 semantic_segmentation INFO: Iters: 47000/50000 || Lr: 0.001590 || Task Loss: 0.2399 || KD Loss: 0.0742|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:39:26 || Estimated Time: 3:02:30
2023-07-15 12:44:20,136 semantic_segmentation INFO: Iters: 47010/50000 || Lr: 0.001586 || Task Loss: 0.3294 || KD Loss: 0.0880|| 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: 1 day, 23:40:03 || Estimated Time: 3:01:54
2023-07-15 12:44:56,126 semantic_segmentation INFO: Iters: 47020/50000 || Lr: 0.001581 || Task Loss: 0.1889 || KD Loss: 0.0601|| 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 day, 23:40:39 || Estimated Time: 3:01:17
2023-07-15 12:45:32,574 semantic_segmentation INFO: Iters: 47030/50000 || Lr: 0.001576 || Task Loss: 0.2400 || KD Loss: 0.0924|| 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, 23:41:15 || Estimated Time: 3:00:41
2023-07-15 12:46:08,614 semantic_segmentation INFO: Iters: 47040/50000 || Lr: 0.001571 || Task Loss: 0.1837 || KD Loss: 0.0714|| 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 day, 23:41:51 || Estimated Time: 3:00:04
2023-07-15 12:46:44,799 semantic_segmentation INFO: Iters: 47050/50000 || Lr: 0.001566 || Task Loss: 0.2437 || KD Loss: 0.0859|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:42:27 || Estimated Time: 2:59:28
2023-07-15 12:47:21,175 semantic_segmentation INFO: Iters: 47060/50000 || Lr: 0.001562 || Task Loss: 0.2433 || KD Loss: 0.0884|| 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: 1 day, 23:43:04 || Estimated Time: 2:58:51
2023-07-15 12:47:57,866 semantic_segmentation INFO: Iters: 47070/50000 || Lr: 0.001557 || Task Loss: 0.2468 || KD Loss: 0.0689|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1116|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:43:40 || Estimated Time: 2:58:15
2023-07-15 12:48:34,078 semantic_segmentation INFO: Iters: 47080/50000 || Lr: 0.001552 || Task Loss: 0.2432 || KD Loss: 0.0698|| 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: 1 day, 23:44:17 || Estimated Time: 2:57:38
2023-07-15 12:49:10,595 semantic_segmentation INFO: Iters: 47090/50000 || Lr: 0.001547 || Task Loss: 0.2262 || KD Loss: 0.0654|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1025|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:44:53 || Estimated Time: 2:57:02
2023-07-15 12:49:47,022 semantic_segmentation INFO: Iters: 47100/50000 || Lr: 0.001543 || Task Loss: 0.3142 || KD Loss: 0.1118|| 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: 1 day, 23:45:30 || Estimated Time: 2:56:25
2023-07-15 12:50:23,425 semantic_segmentation INFO: Iters: 47110/50000 || Lr: 0.001538 || Task Loss: 0.2477 || KD Loss: 0.0621|| 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 day, 23:46:06 || Estimated Time: 2:55:49
2023-07-15 12:51:00,232 semantic_segmentation INFO: Iters: 47120/50000 || Lr: 0.001533 || Task Loss: 0.2681 || KD Loss: 0.0947|| 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 day, 23:46:43 || Estimated Time: 2:55:12
2023-07-15 12:51:36,517 semantic_segmentation INFO: Iters: 47130/50000 || Lr: 0.001528 || Task Loss: 0.2742 || KD Loss: 0.1065|| 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 day, 23:47:19 || Estimated Time: 2:54:36
2023-07-15 12:52:12,761 semantic_segmentation INFO: Iters: 47140/50000 || Lr: 0.001523 || Task Loss: 0.2069 || KD Loss: 0.0754|| 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: 1 day, 23:47:55 || Estimated Time: 2:53:59
2023-07-15 12:52:49,008 semantic_segmentation INFO: Iters: 47150/50000 || Lr: 0.001519 || Task Loss: 0.2239 || KD Loss: 0.0684|| 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: 1 day, 23:48:32 || Estimated Time: 2:53:23
2023-07-15 12:53:25,231 semantic_segmentation INFO: Iters: 47160/50000 || Lr: 0.001514 || Task Loss: 0.2365 || KD Loss: 0.0652|| 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 day, 23:49:08 || Estimated Time: 2:52:46
2023-07-15 12:54:01,203 semantic_segmentation INFO: Iters: 47170/50000 || Lr: 0.001509 || Task Loss: 0.2307 || KD Loss: 0.0656|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1101|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 2:52:10
2023-07-15 12:54:37,204 semantic_segmentation INFO: Iters: 47180/50000 || Lr: 0.001504 || Task Loss: 0.1749 || KD Loss: 0.0396|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0922|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:50:20 || Estimated Time: 2:51:33
2023-07-15 12:55:12,992 semantic_segmentation INFO: Iters: 47190/50000 || Lr: 0.001499 || Task Loss: 0.2972 || KD Loss: 0.0776|| 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: 1 day, 23:50:55 || Estimated Time: 2:50:57
2023-07-15 12:55:49,018 semantic_segmentation INFO: Iters: 47200/50000 || Lr: 0.001495 || Task Loss: 0.3051 || KD Loss: 0.0925|| 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: 1 day, 23:51:32 || Estimated Time: 2:50:20
2023-07-15 12:55:49,087 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-15 12:55:49,728 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.958, mIoU: 0.386
2023-07-15 12:55:49,867 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.966, mIoU: 0.465
2023-07-15 12:55:50,002 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.966, mIoU: 0.479
2023-07-15 12:55:50,137 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.511
2023-07-15 12:55:50,272 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.503
2023-07-15 12:55:50,406 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.967, mIoU: 0.505
2023-07-15 12:55:50,543 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.963, mIoU: 0.502
2023-07-15 12:55:50,678 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.963, mIoU: 0.527
2023-07-15 12:55:50,813 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.963, mIoU: 0.568
2023-07-15 12:55:50,949 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.960, mIoU: 0.602
2023-07-15 12:55:51,084 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.958, mIoU: 0.608
2023-07-15 12:55:51,217 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.954, mIoU: 0.622
2023-07-15 12:55:51,353 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.954, mIoU: 0.640
2023-07-15 12:55:51,488 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.953, mIoU: 0.636
2023-07-15 12:55:51,622 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.953, mIoU: 0.641
2023-07-15 12:55:51,758 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.951, mIoU: 0.630
2023-07-15 12:55:51,891 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.950, mIoU: 0.632
2023-07-15 12:55:52,026 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.950, mIoU: 0.633
2023-07-15 12:55:52,160 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.949, mIoU: 0.638
2023-07-15 12:55:52,295 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.949, mIoU: 0.645
2023-07-15 12:55:52,431 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.949, mIoU: 0.647
2023-07-15 12:55:52,562 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.949, mIoU: 0.670
2023-07-15 12:55:52,698 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.949, mIoU: 0.672
2023-07-15 12:55:52,833 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.949, mIoU: 0.679
2023-07-15 12:55:52,965 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.948, mIoU: 0.690
2023-07-15 12:55:53,098 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.948, mIoU: 0.694
2023-07-15 12:55:53,232 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.947, mIoU: 0.684
2023-07-15 12:55:53,364 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.945, mIoU: 0.678
2023-07-15 12:55:53,494 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.945, mIoU: 0.677
2023-07-15 12:55:53,625 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.945, mIoU: 0.692
2023-07-15 12:55:53,755 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.944, mIoU: 0.688
2023-07-15 12:55:53,888 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-15 12:55:54,024 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-15 12:55:54,156 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-15 12:55:54,288 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.944, mIoU: 0.688
2023-07-15 12:55:54,423 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-15 12:55:54,554 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-15 12:55:54,684 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-15 12:55:54,812 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.943, mIoU: 0.677
2023-07-15 12:55:54,944 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.943, mIoU: 0.678
2023-07-15 12:55:55,080 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-15 12:55:55,211 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-15 12:55:55,342 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-15 12:55:55,473 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.945, mIoU: 0.676
2023-07-15 12:55:55,602 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.945, mIoU: 0.675
2023-07-15 12:55:55,735 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.945, mIoU: 0.676
2023-07-15 12:55:55,871 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.946, mIoU: 0.676
2023-07-15 12:55:56,001 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.946, mIoU: 0.675
2023-07-15 12:55:56,134 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.946, mIoU: 0.680
2023-07-15 12:55:56,268 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.946, mIoU: 0.682
2023-07-15 12:55:56,399 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.946, mIoU: 0.682
2023-07-15 12:55:56,530 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-15 12:55:56,662 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-15 12:55:56,793 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.945, mIoU: 0.691
2023-07-15 12:55:56,924 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.689
2023-07-15 12:55:57,052 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.943, mIoU: 0.683
2023-07-15 12:55:57,182 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.943, mIoU: 0.683
2023-07-15 12:55:57,314 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.689
2023-07-15 12:55:57,443 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.943, mIoU: 0.692
2023-07-15 12:55:57,574 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.690
2023-07-15 12:55:57,708 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.943, mIoU: 0.694
2023-07-15 12:55:57,839 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.943, mIoU: 0.696
2023-07-15 12:55:57,969 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.942, mIoU: 0.692
2023-07-15 12:55:58,100 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-15 12:55:58,231 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.943, mIoU: 0.698
2023-07-15 12:55:58,363 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.942, mIoU: 0.698
2023-07-15 12:55:58,492 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.942, mIoU: 0.697
2023-07-15 12:55:58,625 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.941, mIoU: 0.698
2023-07-15 12:55:58,758 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.941, mIoU: 0.696
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2023-07-15 12:56:50,553 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.947, mIoU: 0.680
2023-07-15 12:56:50,684 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.947, mIoU: 0.680
2023-07-15 12:56:50,815 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.947, mIoU: 0.680
2023-07-15 12:56:50,949 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.947, mIoU: 0.680
2023-07-15 12:56:51,080 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.947, mIoU: 0.680
2023-07-15 12:56:51,216 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.947, mIoU: 0.680
2023-07-15 12:56:51,351 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.947, mIoU: 0.680
2023-07-15 12:56:51,488 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.947, mIoU: 0.680
2023-07-15 12:56:51,624 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.947, mIoU: 0.680
2023-07-15 12:56:51,760 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.947, mIoU: 0.680
2023-07-15 12:56:51,897 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.947, mIoU: 0.680
2023-07-15 12:56:52,033 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.947, mIoU: 0.680
2023-07-15 12:56:52,165 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.947, mIoU: 0.680
2023-07-15 12:56:52,304 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.947, mIoU: 0.680
2023-07-15 12:56:52,441 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.948, mIoU: 0.680
2023-07-15 12:56:52,577 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.948, mIoU: 0.680
2023-07-15 12:56:52,715 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.948, mIoU: 0.680
2023-07-15 12:56:52,852 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.948, mIoU: 0.680
2023-07-15 12:56:52,988 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.948, mIoU: 0.680
2023-07-15 12:56:53,127 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.948, mIoU: 0.680
2023-07-15 12:56:53,264 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.948, mIoU: 0.680
2023-07-15 12:56:53,399 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.948, mIoU: 0.680
2023-07-15 12:56:53,535 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.948, mIoU: 0.680
2023-07-15 12:56:53,673 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.948, mIoU: 0.680
2023-07-15 12:56:53,808 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.948, mIoU: 0.680
2023-07-15 12:56:53,944 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.948, mIoU: 0.680
2023-07-15 12:56:54,081 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.948, mIoU: 0.680
2023-07-15 12:56:54,216 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.948, mIoU: 0.680
2023-07-15 12:56:54,352 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.948, mIoU: 0.681
2023-07-15 12:56:54,488 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.948, mIoU: 0.681
2023-07-15 12:56:54,625 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.948, mIoU: 0.681
2023-07-15 12:56:54,762 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.948, mIoU: 0.681
2023-07-15 12:56:54,899 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.948, mIoU: 0.681
2023-07-15 12:56:55,034 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.948, mIoU: 0.681
2023-07-15 12:56:55,172 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.948, mIoU: 0.681
2023-07-15 12:56:55,309 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.948, mIoU: 0.681
2023-07-15 12:56:55,444 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.948, mIoU: 0.681
2023-07-15 12:56:55,581 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.948, mIoU: 0.681
2023-07-15 12:57:31,793 semantic_segmentation INFO: Iters: 47210/50000 || Lr: 0.001490 || Task Loss: 0.1740 || KD Loss: 0.0594|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:53:14 || Estimated Time: 2:49:48
2023-07-15 12:58:07,739 semantic_segmentation INFO: Iters: 47220/50000 || Lr: 0.001485 || Task Loss: 0.1791 || KD Loss: 0.0564|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1150|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:53:50 || Estimated Time: 2:49:11
2023-07-15 12:58:43,596 semantic_segmentation INFO: Iters: 47230/50000 || Lr: 0.001480 || Task Loss: 0.2750 || KD Loss: 0.0835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1119|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:54:26 || Estimated Time: 2:48:34
2023-07-15 12:59:19,745 semantic_segmentation INFO: Iters: 47240/50000 || Lr: 0.001475 || Task Loss: 0.2910 || KD Loss: 0.0911|| 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 day, 23:55:02 || Estimated Time: 2:47:58
2023-07-15 12:59:55,896 semantic_segmentation INFO: Iters: 47250/50000 || Lr: 0.001471 || Task Loss: 0.2076 || KD Loss: 0.0884|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 2:47:21
2023-07-15 13:00:31,869 semantic_segmentation INFO: Iters: 47260/50000 || Lr: 0.001466 || Task Loss: 0.2165 || KD Loss: 0.0674|| 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: 1 day, 23:56:14 || Estimated Time: 2:46:45
2023-07-15 13:01:08,300 semantic_segmentation INFO: Iters: 47270/50000 || Lr: 0.001461 || Task Loss: 0.3959 || KD Loss: 0.1506|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1097|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:56:51 || Estimated Time: 2:46:08
2023-07-15 13:01:44,376 semantic_segmentation INFO: Iters: 47280/50000 || Lr: 0.001456 || Task Loss: 0.2073 || KD Loss: 0.0553|| 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 day, 23:57:27 || Estimated Time: 2:45:32
2023-07-15 13:02:20,932 semantic_segmentation INFO: Iters: 47290/50000 || Lr: 0.001451 || Task Loss: 0.2679 || KD Loss: 0.0770|| 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: 1 day, 23:58:03 || Estimated Time: 2:44:55
2023-07-15 13:02:56,760 semantic_segmentation INFO: Iters: 47300/50000 || Lr: 0.001447 || Task Loss: 0.2985 || KD Loss: 0.0902|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 1 day, 23:58:39 || Estimated Time: 2:44:19
2023-07-15 13:03:33,090 semantic_segmentation INFO: Iters: 47310/50000 || Lr: 0.001442 || Task Loss: 0.3056 || KD Loss: 0.0766|| 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: 1 day, 23:59:16 || Estimated Time: 2:43:42
2023-07-15 13:04:09,410 semantic_segmentation INFO: Iters: 47320/50000 || Lr: 0.001437 || Task Loss: 0.4714 || KD Loss: 0.1008|| 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 day, 23:59:52 || Estimated Time: 2:43:06
2023-07-15 13:04:45,646 semantic_segmentation INFO: Iters: 47330/50000 || Lr: 0.001432 || Task Loss: 0.2687 || KD Loss: 0.0761|| 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: 2 days, 0:00:28 || Estimated Time: 2:42:29
2023-07-15 13:05:22,412 semantic_segmentation INFO: Iters: 47340/50000 || Lr: 0.001427 || Task Loss: 0.2523 || KD Loss: 0.0633|| 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: 2 days, 0:01:05 || Estimated Time: 2:41:53
2023-07-15 13:05:59,054 semantic_segmentation INFO: Iters: 47350/50000 || Lr: 0.001422 || Task Loss: 0.3018 || KD Loss: 0.0858|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1100|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:01:42 || Estimated Time: 2:41:16
2023-07-15 13:06:35,415 semantic_segmentation INFO: Iters: 47360/50000 || Lr: 0.001418 || Task Loss: 0.3643 || KD Loss: 0.0759|| 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: 2 days, 0:02:18 || Estimated Time: 2:40:40
2023-07-15 13:07:12,139 semantic_segmentation INFO: Iters: 47370/50000 || Lr: 0.001413 || Task Loss: 0.1943 || KD Loss: 0.0524|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:02:55 || Estimated Time: 2:40:03
2023-07-15 13:07:48,769 semantic_segmentation INFO: Iters: 47380/50000 || Lr: 0.001408 || Task Loss: 0.2661 || KD Loss: 0.0726|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1077|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:03:31 || Estimated Time: 2:39:27
2023-07-15 13:08:25,497 semantic_segmentation INFO: Iters: 47390/50000 || Lr: 0.001403 || Task Loss: 0.4775 || KD Loss: 0.1588|| 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: 2 days, 0:04:08 || Estimated Time: 2:38:50
2023-07-15 13:09:02,260 semantic_segmentation INFO: Iters: 47400/50000 || Lr: 0.001398 || Task Loss: 0.3276 || KD Loss: 0.1136|| 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: 2 days, 0:04:45 || Estimated Time: 2:38:14
2023-07-15 13:09:38,596 semantic_segmentation INFO: Iters: 47410/50000 || Lr: 0.001393 || Task Loss: 0.3174 || KD Loss: 0.0925|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:05:21 || Estimated Time: 2:37:37
2023-07-15 13:10:15,005 semantic_segmentation INFO: Iters: 47420/50000 || Lr: 0.001389 || Task Loss: 0.3178 || KD Loss: 0.0890|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1129|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:05:58 || Estimated Time: 2:37:01
2023-07-15 13:10:51,642 semantic_segmentation INFO: Iters: 47430/50000 || Lr: 0.001384 || Task Loss: 0.2569 || KD Loss: 0.0875|| 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: 2 days, 0:06:34 || Estimated Time: 2:36:24
2023-07-15 13:11:27,889 semantic_segmentation INFO: Iters: 47440/50000 || Lr: 0.001379 || Task Loss: 0.2140 || KD Loss: 0.0767|| 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: 2 days, 0:07:10 || Estimated Time: 2:35:47
2023-07-15 13:12:04,203 semantic_segmentation INFO: Iters: 47450/50000 || Lr: 0.001374 || Task Loss: 0.1999 || KD Loss: 0.0678|| 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: 2 days, 0:07:47 || Estimated Time: 2:35:11
2023-07-15 13:12:40,698 semantic_segmentation INFO: Iters: 47460/50000 || Lr: 0.001369 || Task Loss: 0.2963 || KD Loss: 0.0882|| 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: 2 days, 0:08:23 || Estimated Time: 2:34:34
2023-07-15 13:13:17,084 semantic_segmentation INFO: Iters: 47470/50000 || Lr: 0.001364 || Task Loss: 0.1953 || KD Loss: 0.0691|| 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: 2 days, 0:09:00 || Estimated Time: 2:33:58
2023-07-15 13:13:53,795 semantic_segmentation INFO: Iters: 47480/50000 || Lr: 0.001359 || Task Loss: 0.2173 || KD Loss: 0.0613|| 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: 2 days, 0:09:36 || Estimated Time: 2:33:21
2023-07-15 13:14:29,972 semantic_segmentation INFO: Iters: 47490/50000 || Lr: 0.001355 || Task Loss: 0.2368 || KD Loss: 0.0708|| 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: 2 days, 0:10:12 || Estimated Time: 2:32:45
2023-07-15 13:15:06,140 semantic_segmentation INFO: Iters: 47500/50000 || Lr: 0.001350 || Task Loss: 0.2017 || KD Loss: 0.0588|| 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: 2 days, 0:10:49 || Estimated Time: 2:32:08
2023-07-15 13:15:43,009 semantic_segmentation INFO: Iters: 47510/50000 || Lr: 0.001345 || Task Loss: 0.2334 || KD Loss: 0.0698|| 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: 2 days, 0:11:26 || Estimated Time: 2:31:32
2023-07-15 13:16:19,159 semantic_segmentation INFO: Iters: 47520/50000 || Lr: 0.001340 || Task Loss: 0.2625 || KD Loss: 0.0772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:12:02 || Estimated Time: 2:30:55
2023-07-15 13:16:56,142 semantic_segmentation INFO: Iters: 47530/50000 || Lr: 0.001335 || Task Loss: 0.2442 || KD Loss: 0.0814|| 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: 2 days, 0:12:39 || Estimated Time: 2:30:19
2023-07-15 13:17:32,562 semantic_segmentation INFO: Iters: 47540/50000 || Lr: 0.001330 || Task Loss: 0.3381 || KD Loss: 0.0973|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1161|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:13:15 || Estimated Time: 2:29:42
2023-07-15 13:18:08,895 semantic_segmentation INFO: Iters: 47550/50000 || Lr: 0.001325 || Task Loss: 0.2842 || KD Loss: 0.0753|| 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: 2 days, 0:13:51 || Estimated Time: 2:29:06
2023-07-15 13:18:45,376 semantic_segmentation INFO: Iters: 47560/50000 || Lr: 0.001321 || Task Loss: 0.2412 || KD Loss: 0.0736|| 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: 2 days, 0:14:28 || Estimated Time: 2:28:29
2023-07-15 13:19:21,906 semantic_segmentation INFO: Iters: 47570/50000 || Lr: 0.001316 || Task Loss: 0.3028 || KD Loss: 0.0989|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:15:04 || Estimated Time: 2:27:53
2023-07-15 13:19:58,303 semantic_segmentation INFO: Iters: 47580/50000 || Lr: 0.001311 || Task Loss: 0.3423 || KD Loss: 0.0823|| 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: 2 days, 0:15:41 || Estimated Time: 2:27:16
2023-07-15 13:20:35,450 semantic_segmentation INFO: Iters: 47590/50000 || Lr: 0.001306 || Task Loss: 0.2811 || KD Loss: 0.0797|| 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: 2 days, 0:16:18 || Estimated Time: 2:26:40
2023-07-15 13:21:12,093 semantic_segmentation INFO: Iters: 47600/50000 || Lr: 0.001301 || Task Loss: 0.1959 || KD Loss: 0.0593|| 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: 2 days, 0:16:55 || Estimated Time: 2:26:03
2023-07-15 13:21:48,949 semantic_segmentation INFO: Iters: 47610/50000 || Lr: 0.001296 || Task Loss: 0.2940 || KD Loss: 0.0751|| 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: 2 days, 0:17:31 || Estimated Time: 2:25:27
2023-07-15 13:22:25,668 semantic_segmentation INFO: Iters: 47620/50000 || Lr: 0.001291 || Task Loss: 0.2875 || KD Loss: 0.0681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1094|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:18:08 || Estimated Time: 2:24:50
2023-07-15 13:23:02,474 semantic_segmentation INFO: Iters: 47630/50000 || Lr: 0.001286 || Task Loss: 0.3197 || KD Loss: 0.1100|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:18:45 || Estimated Time: 2:24:14
2023-07-15 13:23:39,803 semantic_segmentation INFO: Iters: 47640/50000 || Lr: 0.001282 || Task Loss: 0.2061 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1136|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:19:22 || Estimated Time: 2:23:37
2023-07-15 13:24:16,325 semantic_segmentation INFO: Iters: 47650/50000 || Lr: 0.001277 || Task Loss: 0.2530 || KD Loss: 0.0867|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0952|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:19:59 || Estimated Time: 2:23:01
2023-07-15 13:24:53,054 semantic_segmentation INFO: Iters: 47660/50000 || Lr: 0.001272 || Task Loss: 0.3064 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1137|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:20:36 || Estimated Time: 2:22:24
2023-07-15 13:25:29,736 semantic_segmentation INFO: Iters: 47670/50000 || Lr: 0.001267 || Task Loss: 0.2090 || KD Loss: 0.0530|| 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: 2 days, 0:21:12 || Estimated Time: 2:21:48
2023-07-15 13:26:06,418 semantic_segmentation INFO: Iters: 47680/50000 || Lr: 0.001262 || Task Loss: 0.2511 || KD Loss: 0.0815|| 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: 2 days, 0:21:49 || Estimated Time: 2:21:11
2023-07-15 13:26:42,997 semantic_segmentation INFO: Iters: 47690/50000 || Lr: 0.001257 || Task Loss: 0.3340 || KD Loss: 0.1178|| 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, 0:22:25 || Estimated Time: 2:20:35
2023-07-15 13:27:19,665 semantic_segmentation INFO: Iters: 47700/50000 || Lr: 0.001252 || Task Loss: 0.3010 || KD Loss: 0.0837|| 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: 2 days, 0:23:02 || Estimated Time: 2:19:58
2023-07-15 13:27:55,972 semantic_segmentation INFO: Iters: 47710/50000 || Lr: 0.001247 || Task Loss: 0.1996 || KD Loss: 0.0805|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:23:38 || Estimated Time: 2:19:22
2023-07-15 13:28:32,467 semantic_segmentation INFO: Iters: 47720/50000 || Lr: 0.001242 || Task Loss: 0.2566 || KD Loss: 0.0867|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:24:15 || Estimated Time: 2:18:45
2023-07-15 13:29:09,142 semantic_segmentation INFO: Iters: 47730/50000 || Lr: 0.001238 || Task Loss: 0.2112 || KD Loss: 0.0662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:24:52 || Estimated Time: 2:18:09
2023-07-15 13:29:45,674 semantic_segmentation INFO: Iters: 47740/50000 || Lr: 0.001233 || Task Loss: 0.2489 || KD Loss: 0.0684|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:25:28 || Estimated Time: 2:17:32
2023-07-15 13:30:22,416 semantic_segmentation INFO: Iters: 47750/50000 || Lr: 0.001228 || Task Loss: 0.2214 || KD Loss: 0.0695|| 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: 2 days, 0:26:05 || Estimated Time: 2:16:56
2023-07-15 13:30:58,932 semantic_segmentation INFO: Iters: 47760/50000 || Lr: 0.001223 || Task Loss: 0.2619 || KD Loss: 0.0903|| 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: 2 days, 0:26:41 || Estimated Time: 2:16:19
2023-07-15 13:31:35,805 semantic_segmentation INFO: Iters: 47770/50000 || Lr: 0.001218 || Task Loss: 0.2857 || KD Loss: 0.0685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:27:18 || Estimated Time: 2:15:43
2023-07-15 13:32:12,438 semantic_segmentation INFO: Iters: 47780/50000 || Lr: 0.001213 || Task Loss: 0.3270 || KD Loss: 0.0902|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1163|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:27:55 || Estimated Time: 2:15:06
2023-07-15 13:32:48,976 semantic_segmentation INFO: Iters: 47790/50000 || Lr: 0.001208 || Task Loss: 0.2776 || KD Loss: 0.0681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:28:31 || Estimated Time: 2:14:30
2023-07-15 13:33:25,686 semantic_segmentation INFO: Iters: 47800/50000 || Lr: 0.001203 || Task Loss: 0.2682 || KD Loss: 0.0785|| 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: 2 days, 0:29:08 || Estimated Time: 2:13:53
2023-07-15 13:34:02,237 semantic_segmentation INFO: Iters: 47810/50000 || Lr: 0.001198 || Task Loss: 0.1973 || KD Loss: 0.0543|| 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: 2 days, 0:29:45 || Estimated Time: 2:13:17
2023-07-15 13:34:39,047 semantic_segmentation INFO: Iters: 47820/50000 || Lr: 0.001193 || Task Loss: 0.3134 || KD Loss: 0.0835|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1070|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:30:22 || Estimated Time: 2:12:40
2023-07-15 13:35:15,928 semantic_segmentation INFO: Iters: 47830/50000 || Lr: 0.001188 || Task Loss: 0.2013 || KD Loss: 0.0768|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1171|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:30:58 || Estimated Time: 2:12:04
2023-07-15 13:35:52,897 semantic_segmentation INFO: Iters: 47840/50000 || Lr: 0.001183 || Task Loss: 0.2732 || KD Loss: 0.0751|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:31:35 || Estimated Time: 2:11:27
2023-07-15 13:36:29,805 semantic_segmentation INFO: Iters: 47850/50000 || Lr: 0.001179 || Task Loss: 0.2124 || KD Loss: 0.0411|| 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 days, 0:32:12 || Estimated Time: 2:10:51
2023-07-15 13:37:06,739 semantic_segmentation INFO: Iters: 47860/50000 || Lr: 0.001174 || Task Loss: 0.2204 || KD Loss: 0.0726|| 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 days, 0:32:49 || Estimated Time: 2:10:14
2023-07-15 13:37:43,546 semantic_segmentation INFO: Iters: 47870/50000 || Lr: 0.001169 || Task Loss: 0.4080 || KD Loss: 0.1256|| 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: 2 days, 0:33:26 || Estimated Time: 2:09:38
2023-07-15 13:38:20,800 semantic_segmentation INFO: Iters: 47880/50000 || Lr: 0.001164 || Task Loss: 0.2975 || KD Loss: 0.0840|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1080|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:34:03 || Estimated Time: 2:09:01
2023-07-15 13:38:57,913 semantic_segmentation INFO: Iters: 47890/50000 || Lr: 0.001159 || Task Loss: 0.1865 || KD Loss: 0.0511|| 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: 2 days, 0:34:40 || Estimated Time: 2:08:25
2023-07-15 13:39:34,771 semantic_segmentation INFO: Iters: 47900/50000 || Lr: 0.001154 || Task Loss: 0.2579 || KD Loss: 0.0740|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:35:17 || Estimated Time: 2:07:48
2023-07-15 13:40:11,802 semantic_segmentation INFO: Iters: 47910/50000 || Lr: 0.001149 || Task Loss: 0.2867 || KD Loss: 0.1748|| 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: 2 days, 0:35:54 || Estimated Time: 2:07:12
2023-07-15 13:40:49,075 semantic_segmentation INFO: Iters: 47920/50000 || Lr: 0.001144 || Task Loss: 0.2988 || KD Loss: 0.0963|| 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: 2 days, 0:36:32 || Estimated Time: 2:06:35
2023-07-15 13:41:25,916 semantic_segmentation INFO: Iters: 47930/50000 || Lr: 0.001139 || Task Loss: 0.2880 || KD Loss: 0.1027|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1125|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:37:08 || Estimated Time: 2:05:59
2023-07-15 13:42:03,151 semantic_segmentation INFO: Iters: 47940/50000 || Lr: 0.001134 || Task Loss: 0.2757 || KD Loss: 0.1076|| 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: 2 days, 0:37:46 || Estimated Time: 2:05:22
2023-07-15 13:42:39,667 semantic_segmentation INFO: Iters: 47950/50000 || Lr: 0.001129 || Task Loss: 0.2468 || KD Loss: 0.0632|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1091|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:38:22 || Estimated Time: 2:04:46
2023-07-15 13:43:16,287 semantic_segmentation INFO: Iters: 47960/50000 || Lr: 0.001124 || Task Loss: 0.2703 || KD Loss: 0.0815|| 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: 2 days, 0:38:59 || Estimated Time: 2:04:09
2023-07-15 13:43:53,285 semantic_segmentation INFO: Iters: 47970/50000 || Lr: 0.001119 || Task Loss: 0.2848 || KD Loss: 0.0627|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1115|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:39:36 || Estimated Time: 2:03:33
2023-07-15 13:44:29,506 semantic_segmentation INFO: Iters: 47980/50000 || Lr: 0.001114 || Task Loss: 0.2683 || KD Loss: 0.0919|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1015|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:40:12 || Estimated Time: 2:02:56
2023-07-15 13:45:06,739 semantic_segmentation INFO: Iters: 47990/50000 || Lr: 0.001109 || Task Loss: 0.2480 || KD Loss: 0.0694|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1076|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:40:49 || Estimated Time: 2:02:20
2023-07-15 13:45:43,521 semantic_segmentation INFO: Iters: 48000/50000 || Lr: 0.001104 || Task Loss: 0.4248 || KD Loss: 0.1231|| 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: 2 days, 0:41:26 || Estimated Time: 2:01:43
2023-07-15 13:45:43,591 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-15 13:45:44,270 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.966, mIoU: 0.394
2023-07-15 13:45:44,403 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.970, mIoU: 0.467
2023-07-15 13:45:44,536 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.968, mIoU: 0.482
2023-07-15 13:45:44,665 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.968, mIoU: 0.510
2023-07-15 13:45:44,797 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.969, mIoU: 0.501
2023-07-15 13:45:44,931 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.969, mIoU: 0.506
2023-07-15 13:45:45,060 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.966, mIoU: 0.503
2023-07-15 13:45:45,191 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.965, mIoU: 0.539
2023-07-15 13:45:45,323 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.965, mIoU: 0.588
2023-07-15 13:45:45,453 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.630
2023-07-15 13:45:45,586 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.636
2023-07-15 13:45:45,719 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.957, mIoU: 0.649
2023-07-15 13:45:45,850 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.956, mIoU: 0.661
2023-07-15 13:45:45,980 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.656
2023-07-15 13:45:46,108 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.954, mIoU: 0.661
2023-07-15 13:45:46,239 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.952, mIoU: 0.649
2023-07-15 13:45:46,373 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.651
2023-07-15 13:45:46,500 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.951, mIoU: 0.652
2023-07-15 13:45:46,632 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.950, mIoU: 0.657
2023-07-15 13:45:46,767 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.951, mIoU: 0.665
2023-07-15 13:45:46,898 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.664
2023-07-15 13:45:47,028 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.946, mIoU: 0.658
2023-07-15 13:45:47,159 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.946, mIoU: 0.661
2023-07-15 13:45:47,287 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.946, mIoU: 0.669
2023-07-15 13:45:47,419 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.945, mIoU: 0.681
2023-07-15 13:45:47,552 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.945, mIoU: 0.685
2023-07-15 13:45:47,683 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.944, mIoU: 0.673
2023-07-15 13:45:47,813 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.668
2023-07-15 13:45:47,945 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-15 13:45:48,078 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.942, mIoU: 0.677
2023-07-15 13:45:48,212 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.942, mIoU: 0.674
2023-07-15 13:45:48,340 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.671
2023-07-15 13:45:48,475 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.673
2023-07-15 13:45:48,611 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.942, mIoU: 0.672
2023-07-15 13:45:48,741 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.942, mIoU: 0.674
2023-07-15 13:45:48,872 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.942, mIoU: 0.672
2023-07-15 13:45:49,005 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.942, mIoU: 0.669
2023-07-15 13:45:49,134 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.942, mIoU: 0.669
2023-07-15 13:45:49,265 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.663
2023-07-15 13:45:49,399 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-15 13:45:49,529 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.664
2023-07-15 13:45:49,659 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.942, mIoU: 0.663
2023-07-15 13:45:49,783 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.943, mIoU: 0.664
2023-07-15 13:45:49,914 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.943, mIoU: 0.665
2023-07-15 13:45:50,048 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.943, mIoU: 0.664
2023-07-15 13:45:50,178 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.944, mIoU: 0.664
2023-07-15 13:45:50,307 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.944, mIoU: 0.665
2023-07-15 13:45:50,437 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.664
2023-07-15 13:45:50,565 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.670
2023-07-15 13:45:50,694 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.945, mIoU: 0.672
2023-07-15 13:45:50,828 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.944, mIoU: 0.672
2023-07-15 13:45:50,959 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.944, mIoU: 0.674
2023-07-15 13:45:51,090 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.943, mIoU: 0.674
2023-07-15 13:45:51,221 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.943, mIoU: 0.677
2023-07-15 13:45:51,354 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-15 13:45:51,488 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.941, mIoU: 0.675
2023-07-15 13:45:51,619 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.942, mIoU: 0.675
2023-07-15 13:45:51,750 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.942, mIoU: 0.682
2023-07-15 13:45:51,882 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.942, mIoU: 0.685
2023-07-15 13:45:52,012 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.942, mIoU: 0.683
2023-07-15 13:45:52,147 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.941, mIoU: 0.687
2023-07-15 13:45:52,282 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.941, mIoU: 0.689
2023-07-15 13:45:52,413 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.941, mIoU: 0.687
2023-07-15 13:45:52,546 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.941, mIoU: 0.690
2023-07-15 13:45:52,682 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.941, mIoU: 0.692
2023-07-15 13:45:52,813 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.941, mIoU: 0.693
2023-07-15 13:45:52,946 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.940, mIoU: 0.692
2023-07-15 13:45:53,080 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.940, mIoU: 0.693
2023-07-15 13:45:53,211 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.940, mIoU: 0.691
2023-07-15 13:45:53,343 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.940, mIoU: 0.691
2023-07-15 13:45:53,473 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.941, mIoU: 0.692
2023-07-15 13:45:53,605 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.941, mIoU: 0.691
2023-07-15 13:45:53,737 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.941, mIoU: 0.690
2023-07-15 13:45:53,867 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.941, mIoU: 0.689
2023-07-15 13:45:54,000 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.941, mIoU: 0.689
2023-07-15 13:45:54,134 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.941, mIoU: 0.689
2023-07-15 13:45:54,263 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.941, mIoU: 0.689
2023-07-15 13:45:54,395 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.941, mIoU: 0.689
2023-07-15 13:45:54,530 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.941, mIoU: 0.688
2023-07-15 13:45:54,661 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.941, mIoU: 0.689
2023-07-15 13:45:54,793 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.941, mIoU: 0.691
2023-07-15 13:45:54,927 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.941, mIoU: 0.691
2023-07-15 13:45:55,057 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.940, mIoU: 0.690
2023-07-15 13:45:55,187 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.940, mIoU: 0.688
2023-07-15 13:45:55,317 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-15 13:45:55,448 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-15 13:45:55,579 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.937, mIoU: 0.685
2023-07-15 13:45:55,707 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-15 13:45:55,841 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-15 13:45:55,976 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-15 13:45:56,107 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-15 13:45:56,240 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.938, mIoU: 0.691
2023-07-15 13:45:56,375 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.938, mIoU: 0.690
2023-07-15 13:45:56,506 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.938, mIoU: 0.691
2023-07-15 13:45:56,638 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.939, mIoU: 0.691
2023-07-15 13:45:56,771 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.939, mIoU: 0.691
2023-07-15 13:45:56,901 semantic_segmentation INFO: Sample: 97, Validation pixAcc: 0.939, mIoU: 0.692
2023-07-15 13:45:57,032 semantic_segmentation INFO: Sample: 98, Validation pixAcc: 0.939, mIoU: 0.691
2023-07-15 13:45:57,161 semantic_segmentation INFO: Sample: 99, Validation pixAcc: 0.939, mIoU: 0.691
2023-07-15 13:45:57,294 semantic_segmentation INFO: Sample: 100, Validation pixAcc: 0.938, mIoU: 0.692
2023-07-15 13:45:57,424 semantic_segmentation INFO: Sample: 101, Validation pixAcc: 0.937, mIoU: 0.691
2023-07-15 13:45:57,551 semantic_segmentation INFO: Sample: 102, Validation pixAcc: 0.936, mIoU: 0.689
2023-07-15 13:45:57,682 semantic_segmentation INFO: Sample: 103, Validation pixAcc: 0.936, mIoU: 0.688
2023-07-15 13:45:57,816 semantic_segmentation INFO: Sample: 104, Validation pixAcc: 0.936, mIoU: 0.688
2023-07-15 13:45:57,947 semantic_segmentation INFO: Sample: 105, Validation pixAcc: 0.936, mIoU: 0.688
2023-07-15 13:45:58,078 semantic_segmentation INFO: Sample: 106, Validation pixAcc: 0.937, mIoU: 0.688
2023-07-15 13:45:58,213 semantic_segmentation INFO: Sample: 107, Validation pixAcc: 0.937, mIoU: 0.688
2023-07-15 13:45:58,343 semantic_segmentation INFO: Sample: 108, Validation pixAcc: 0.937, mIoU: 0.689
2023-07-15 13:45:58,474 semantic_segmentation INFO: Sample: 109, Validation pixAcc: 0.937, mIoU: 0.689
2023-07-15 13:45:58,606 semantic_segmentation INFO: Sample: 110, Validation pixAcc: 0.937, mIoU: 0.688
2023-07-15 13:45:58,737 semantic_segmentation INFO: Sample: 111, Validation pixAcc: 0.937, mIoU: 0.688
2023-07-15 13:45:58,867 semantic_segmentation INFO: Sample: 112, Validation pixAcc: 0.937, mIoU: 0.687
2023-07-15 13:45:58,994 semantic_segmentation INFO: Sample: 113, Validation pixAcc: 0.937, mIoU: 0.687
2023-07-15 13:45:59,126 semantic_segmentation INFO: Sample: 114, Validation pixAcc: 0.937, mIoU: 0.687
2023-07-15 13:45:59,260 semantic_segmentation INFO: Sample: 115, Validation pixAcc: 0.937, mIoU: 0.686
2023-07-15 13:45:59,388 semantic_segmentation INFO: Sample: 116, Validation pixAcc: 0.937, mIoU: 0.686
2023-07-15 13:45:59,522 semantic_segmentation INFO: Sample: 117, Validation pixAcc: 0.937, mIoU: 0.685
2023-07-15 13:45:59,657 semantic_segmentation INFO: Sample: 118, Validation pixAcc: 0.937, mIoU: 0.683
2023-07-15 13:45:59,788 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.937, mIoU: 0.685
2023-07-15 13:45:59,919 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.937, mIoU: 0.685
2023-07-15 13:46:00,053 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-15 13:46:00,183 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-15 13:46:00,315 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.937, mIoU: 0.684
2023-07-15 13:46:00,445 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.937, mIoU: 0.686
2023-07-15 13:46:00,579 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.937, mIoU: 0.687
2023-07-15 13:46:00,713 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.937, mIoU: 0.690
2023-07-15 13:46:00,843 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.937, mIoU: 0.691
2023-07-15 13:46:00,977 semantic_segmentation INFO: Sample: 128, Validation pixAcc: 0.937, mIoU: 0.691
2023-07-15 13:46:01,112 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.937, mIoU: 0.690
2023-07-15 13:46:01,241 semantic_segmentation INFO: Sample: 130, Validation pixAcc: 0.937, mIoU: 0.690
2023-07-15 13:46:01,376 semantic_segmentation INFO: Sample: 131, Validation pixAcc: 0.937, mIoU: 0.690
2023-07-15 13:46:01,511 semantic_segmentation INFO: Sample: 132, Validation pixAcc: 0.938, mIoU: 0.690
2023-07-15 13:46:01,643 semantic_segmentation INFO: Sample: 133, Validation pixAcc: 0.938, mIoU: 0.690
2023-07-15 13:46:01,776 semantic_segmentation INFO: Sample: 134, Validation pixAcc: 0.938, mIoU: 0.689
2023-07-15 13:46:01,912 semantic_segmentation INFO: Sample: 135, Validation pixAcc: 0.938, mIoU: 0.689
2023-07-15 13:46:02,044 semantic_segmentation INFO: Sample: 136, Validation pixAcc: 0.938, mIoU: 0.689
2023-07-15 13:46:02,178 semantic_segmentation INFO: Sample: 137, Validation pixAcc: 0.939, mIoU: 0.689
2023-07-15 13:46:02,312 semantic_segmentation INFO: Sample: 138, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-15 13:46:02,444 semantic_segmentation INFO: Sample: 139, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-15 13:46:02,576 semantic_segmentation INFO: Sample: 140, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-15 13:46:02,709 semantic_segmentation INFO: Sample: 141, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-15 13:46:02,842 semantic_segmentation INFO: Sample: 142, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-15 13:46:02,975 semantic_segmentation INFO: Sample: 143, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-15 13:46:03,104 semantic_segmentation INFO: Sample: 144, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-15 13:46:03,238 semantic_segmentation INFO: Sample: 145, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-15 13:46:03,372 semantic_segmentation INFO: Sample: 146, Validation pixAcc: 0.938, mIoU: 0.686
2023-07-15 13:46:03,503 semantic_segmentation INFO: Sample: 147, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-15 13:46:03,636 semantic_segmentation INFO: Sample: 148, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-15 13:46:03,771 semantic_segmentation INFO: Sample: 149, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-15 13:46:03,900 semantic_segmentation INFO: Sample: 150, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-15 13:46:04,034 semantic_segmentation INFO: Sample: 151, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-15 13:46:04,170 semantic_segmentation INFO: Sample: 152, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-15 13:46:04,302 semantic_segmentation INFO: Sample: 153, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-15 13:46:04,436 semantic_segmentation INFO: Sample: 154, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-15 13:46:04,571 semantic_segmentation INFO: Sample: 155, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-15 13:46:04,704 semantic_segmentation INFO: Sample: 156, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-15 13:46:04,838 semantic_segmentation INFO: Sample: 157, Validation pixAcc: 0.938, mIoU: 0.686
2023-07-15 13:46:04,973 semantic_segmentation INFO: Sample: 158, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-15 13:46:05,106 semantic_segmentation INFO: Sample: 159, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-15 13:46:05,238 semantic_segmentation INFO: Sample: 160, Validation pixAcc: 0.938, mIoU: 0.685
2023-07-15 13:46:05,372 semantic_segmentation INFO: Sample: 161, Validation pixAcc: 0.938, mIoU: 0.684
2023-07-15 13:46:05,504 semantic_segmentation INFO: Sample: 162, Validation pixAcc: 0.938, mIoU: 0.682
2023-07-15 13:46:05,636 semantic_segmentation INFO: Sample: 163, Validation pixAcc: 0.938, mIoU: 0.681
2023-07-15 13:46:05,767 semantic_segmentation INFO: Sample: 164, Validation pixAcc: 0.938, mIoU: 0.682
2023-07-15 13:46:05,900 semantic_segmentation INFO: Sample: 165, Validation pixAcc: 0.938, mIoU: 0.681
2023-07-15 13:46:06,034 semantic_segmentation INFO: Sample: 166, Validation pixAcc: 0.938, mIoU: 0.681
2023-07-15 13:46:06,166 semantic_segmentation INFO: Sample: 167, Validation pixAcc: 0.938, mIoU: 0.681
2023-07-15 13:46:06,300 semantic_segmentation INFO: Sample: 168, Validation pixAcc: 0.938, mIoU: 0.681
2023-07-15 13:46:06,435 semantic_segmentation INFO: Sample: 169, Validation pixAcc: 0.938, mIoU: 0.681
2023-07-15 13:46:06,564 semantic_segmentation INFO: Sample: 170, Validation pixAcc: 0.938, mIoU: 0.681
2023-07-15 13:46:06,700 semantic_segmentation INFO: Sample: 171, Validation pixAcc: 0.939, mIoU: 0.682
2023-07-15 13:46:06,834 semantic_segmentation INFO: Sample: 172, Validation pixAcc: 0.939, mIoU: 0.682
2023-07-15 13:46:06,965 semantic_segmentation INFO: Sample: 173, Validation pixAcc: 0.939, mIoU: 0.682
2023-07-15 13:46:07,100 semantic_segmentation INFO: Sample: 174, Validation pixAcc: 0.939, mIoU: 0.681
2023-07-15 13:46:07,234 semantic_segmentation INFO: Sample: 175, Validation pixAcc: 0.939, mIoU: 0.681
2023-07-15 13:46:07,366 semantic_segmentation INFO: Sample: 176, Validation pixAcc: 0.939, mIoU: 0.681
2023-07-15 13:46:07,499 semantic_segmentation INFO: Sample: 177, Validation pixAcc: 0.939, mIoU: 0.681
2023-07-15 13:46:07,633 semantic_segmentation INFO: Sample: 178, Validation pixAcc: 0.939, mIoU: 0.681
2023-07-15 13:46:07,765 semantic_segmentation INFO: Sample: 179, Validation pixAcc: 0.939, mIoU: 0.681
2023-07-15 13:46:07,898 semantic_segmentation INFO: Sample: 180, Validation pixAcc: 0.939, mIoU: 0.681
2023-07-15 13:46:08,030 semantic_segmentation INFO: Sample: 181, Validation pixAcc: 0.939, mIoU: 0.681
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2023-07-15 13:46:34,459 semantic_segmentation INFO: Sample: 378, Validation pixAcc: 0.943, mIoU: 0.684
2023-07-15 13:46:34,593 semantic_segmentation INFO: Sample: 379, Validation pixAcc: 0.943, mIoU: 0.684
2023-07-15 13:46:34,725 semantic_segmentation INFO: Sample: 380, Validation pixAcc: 0.943, mIoU: 0.684
2023-07-15 13:46:34,859 semantic_segmentation INFO: Sample: 381, Validation pixAcc: 0.943, mIoU: 0.684
2023-07-15 13:46:34,992 semantic_segmentation INFO: Sample: 382, Validation pixAcc: 0.943, mIoU: 0.684
2023-07-15 13:46:35,126 semantic_segmentation INFO: Sample: 383, Validation pixAcc: 0.943, mIoU: 0.684
2023-07-15 13:46:35,257 semantic_segmentation INFO: Sample: 384, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-15 13:46:35,392 semantic_segmentation INFO: Sample: 385, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-15 13:46:35,526 semantic_segmentation INFO: Sample: 386, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-15 13:46:35,659 semantic_segmentation INFO: Sample: 387, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-15 13:46:35,793 semantic_segmentation INFO: Sample: 388, Validation pixAcc: 0.944, mIoU: 0.685
2023-07-15 13:46:35,927 semantic_segmentation INFO: Sample: 389, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-15 13:46:36,059 semantic_segmentation INFO: Sample: 390, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-15 13:46:36,193 semantic_segmentation INFO: Sample: 391, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-15 13:46:36,329 semantic_segmentation INFO: Sample: 392, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-15 13:46:36,463 semantic_segmentation INFO: Sample: 393, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-15 13:46:36,596 semantic_segmentation INFO: Sample: 394, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-15 13:46:36,730 semantic_segmentation INFO: Sample: 395, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-15 13:46:36,862 semantic_segmentation INFO: Sample: 396, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-15 13:46:36,998 semantic_segmentation INFO: Sample: 397, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-15 13:46:37,133 semantic_segmentation INFO: Sample: 398, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-15 13:46:37,266 semantic_segmentation INFO: Sample: 399, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-15 13:46:37,401 semantic_segmentation INFO: Sample: 400, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-15 13:46:37,537 semantic_segmentation INFO: Sample: 401, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-15 13:46:37,669 semantic_segmentation INFO: Sample: 402, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-15 13:46:37,803 semantic_segmentation INFO: Sample: 403, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-15 13:46:37,939 semantic_segmentation INFO: Sample: 404, Validation pixAcc: 0.945, mIoU: 0.686
2023-07-15 13:46:38,071 semantic_segmentation INFO: Sample: 405, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-15 13:46:38,203 semantic_segmentation INFO: Sample: 406, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-15 13:46:38,332 semantic_segmentation INFO: Sample: 407, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-15 13:46:38,464 semantic_segmentation INFO: Sample: 408, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-15 13:46:38,597 semantic_segmentation INFO: Sample: 409, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-15 13:46:38,724 semantic_segmentation INFO: Sample: 410, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-15 13:46:38,857 semantic_segmentation INFO: Sample: 411, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-15 13:46:38,992 semantic_segmentation INFO: Sample: 412, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-15 13:46:39,123 semantic_segmentation INFO: Sample: 413, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-15 13:46:39,258 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-15 13:46:39,394 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-15 13:46:39,525 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-15 13:46:39,659 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-15 13:46:39,792 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-15 13:46:39,921 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-15 13:46:40,052 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-15 13:46:40,182 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-15 13:46:40,315 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-15 13:46:40,448 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-15 13:46:40,578 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-15 13:46:40,712 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.945, mIoU: 0.688
2023-07-15 13:46:40,846 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 13:46:40,975 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.946, mIoU: 0.689
2023-07-15 13:46:41,109 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 13:46:41,245 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 13:46:41,377 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.946, mIoU: 0.689
2023-07-15 13:46:41,509 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.946, mIoU: 0.689
2023-07-15 13:46:41,644 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 13:46:41,774 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 13:46:41,908 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.946, mIoU: 0.689
2023-07-15 13:46:42,041 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 13:46:42,169 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 13:46:42,299 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.946, mIoU: 0.689
2023-07-15 13:46:42,426 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.946, mIoU: 0.689
2023-07-15 13:46:42,559 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.946, mIoU: 0.689
2023-07-15 13:46:42,691 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.946, mIoU: 0.689
2023-07-15 13:46:42,818 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.946, mIoU: 0.689
2023-07-15 13:46:42,951 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 13:46:43,087 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 13:46:43,218 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.946, mIoU: 0.689
2023-07-15 13:46:43,353 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.947, mIoU: 0.689
2023-07-15 13:46:43,489 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.947, mIoU: 0.689
2023-07-15 13:46:43,620 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.947, mIoU: 0.689
2023-07-15 13:46:43,755 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.947, mIoU: 0.689
2023-07-15 13:46:43,891 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.947, mIoU: 0.689
2023-07-15 13:46:44,022 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.947, mIoU: 0.689
2023-07-15 13:46:44,153 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.947, mIoU: 0.689
2023-07-15 13:46:44,288 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.947, mIoU: 0.689
2023-07-15 13:46:44,418 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.947, mIoU: 0.689
2023-07-15 13:46:44,549 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.947, mIoU: 0.689
2023-07-15 13:46:44,681 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 13:46:44,816 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 13:46:44,950 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 13:46:45,083 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.947, mIoU: 0.690
2023-07-15 13:46:45,218 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 13:46:45,349 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 13:46:45,481 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 13:46:45,615 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 13:46:45,751 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 13:46:45,884 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 13:46:46,019 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 13:46:46,154 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 13:46:46,287 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 13:46:46,421 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 13:46:46,557 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 13:46:46,689 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 13:46:46,824 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 13:46:46,959 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 13:46:47,091 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 13:46:47,225 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 13:46:47,358 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 13:46:47,490 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 13:46:47,623 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-15 13:46:47,758 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-15 13:46:47,892 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-15 13:46:48,023 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-15 13:46:48,152 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-15 13:46:48,286 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-15 13:46:48,421 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-15 13:46:48,552 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-15 13:46:48,687 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-15 13:46:48,822 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-15 13:46:48,953 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-15 13:46:49,088 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-15 13:46:49,224 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-15 13:46:49,355 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.948, mIoU: 0.691
2023-07-15 13:46:49,488 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-15 13:46:49,623 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-15 13:46:49,754 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-15 13:46:49,885 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-15 13:46:50,016 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-15 13:46:50,148 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-15 13:46:50,280 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-15 13:46:50,408 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-15 13:46:50,539 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-15 13:46:50,672 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.948, mIoU: 0.692
2023-07-15 13:47:27,639 semantic_segmentation INFO: Iters: 48010/50000 || Lr: 0.001099 || Task Loss: 0.2620 || KD Loss: 0.1306|| 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: 2 days, 0:43:10 || Estimated Time: 2:01:09
2023-07-15 13:48:04,610 semantic_segmentation INFO: Iters: 48020/50000 || Lr: 0.001094 || Task Loss: 0.2298 || KD Loss: 0.0975|| 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: 2 days, 0:43:47 || Estimated Time: 2:00:33
2023-07-15 13:48:41,113 semantic_segmentation INFO: Iters: 48030/50000 || Lr: 0.001089 || Task Loss: 0.2279 || KD Loss: 0.0644|| 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: 2 days, 0:44:24 || Estimated Time: 1:59:56
2023-07-15 13:49:18,186 semantic_segmentation INFO: Iters: 48040/50000 || Lr: 0.001084 || Task Loss: 0.3808 || KD Loss: 0.0957|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1131|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:45:01 || Estimated Time: 1:59:20
2023-07-15 13:49:54,808 semantic_segmentation INFO: Iters: 48050/50000 || Lr: 0.001079 || Task Loss: 0.2196 || KD Loss: 0.0754|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1127|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:45:37 || Estimated Time: 1:58:43
2023-07-15 13:50:31,352 semantic_segmentation INFO: Iters: 48060/50000 || Lr: 0.001074 || Task Loss: 0.2499 || KD Loss: 0.0964|| 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: 2 days, 0:46:14 || Estimated Time: 1:58:07
2023-07-15 13:51:08,633 semantic_segmentation INFO: Iters: 48070/50000 || Lr: 0.001069 || Task Loss: 0.2048 || KD Loss: 0.0543|| 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: 2 days, 0:46:51 || Estimated Time: 1:57:30
2023-07-15 13:51:45,336 semantic_segmentation INFO: Iters: 48080/50000 || Lr: 0.001064 || Task Loss: 0.2872 || KD Loss: 0.0971|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1085|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:47:28 || Estimated Time: 1:56:54
2023-07-15 13:52:22,607 semantic_segmentation INFO: Iters: 48090/50000 || Lr: 0.001059 || Task Loss: 0.2111 || KD Loss: 0.0639|| 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: 2 days, 0:48:05 || Estimated Time: 1:56:17
2023-07-15 13:52:59,646 semantic_segmentation INFO: Iters: 48100/50000 || Lr: 0.001054 || Task Loss: 0.2565 || KD Loss: 0.0724|| 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: 2 days, 0:48:42 || Estimated Time: 1:55:41
2023-07-15 13:53:36,754 semantic_segmentation INFO: Iters: 48110/50000 || Lr: 0.001049 || Task Loss: 0.2670 || KD Loss: 0.0840|| 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: 2 days, 0:49:19 || Estimated Time: 1:55:04
2023-07-15 13:54:14,161 semantic_segmentation INFO: Iters: 48120/50000 || Lr: 0.001044 || Task Loss: 0.2713 || KD Loss: 0.0774|| 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: 2 days, 0:49:57 || Estimated Time: 1:54:28
2023-07-15 13:54:50,821 semantic_segmentation INFO: Iters: 48130/50000 || Lr: 0.001039 || Task Loss: 0.3413 || KD Loss: 0.1257|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1056|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:50:33 || Estimated Time: 1:53:51
2023-07-15 13:55:28,101 semantic_segmentation INFO: Iters: 48140/50000 || Lr: 0.001034 || Task Loss: 0.3445 || KD Loss: 0.0864|| 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: 2 days, 0:51:11 || Estimated Time: 1:53:15
2023-07-15 13:56:04,839 semantic_segmentation INFO: Iters: 48150/50000 || Lr: 0.001029 || Task Loss: 0.2847 || KD Loss: 0.0931|| 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: 2 days, 0:51:47 || Estimated Time: 1:52:38
2023-07-15 13:56:42,523 semantic_segmentation INFO: Iters: 48160/50000 || Lr: 0.001024 || Task Loss: 0.2422 || KD Loss: 0.0781|| 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: 2 days, 0:52:25 || Estimated Time: 1:52:02
2023-07-15 13:57:19,369 semantic_segmentation INFO: Iters: 48170/50000 || Lr: 0.001019 || Task Loss: 0.2811 || KD Loss: 0.0952|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:53:02 || Estimated Time: 1:51:25
2023-07-15 13:57:55,987 semantic_segmentation INFO: Iters: 48180/50000 || Lr: 0.001014 || Task Loss: 0.3457 || KD Loss: 0.0996|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1146|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:53:38 || Estimated Time: 1:50:49
2023-07-15 13:58:32,776 semantic_segmentation INFO: Iters: 48190/50000 || Lr: 0.001009 || Task Loss: 0.3622 || KD Loss: 0.1022|| 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: 2 days, 0:54:15 || Estimated Time: 1:50:12
2023-07-15 13:59:09,675 semantic_segmentation INFO: Iters: 48200/50000 || Lr: 0.001004 || Task Loss: 0.2203 || KD Loss: 0.0880|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:54:52 || Estimated Time: 1:49:36
2023-07-15 13:59:46,257 semantic_segmentation INFO: Iters: 48210/50000 || Lr: 0.000999 || Task Loss: 0.3231 || KD Loss: 0.0947|| 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: 2 days, 0:55:29 || Estimated Time: 1:48:59
2023-07-15 14:00:22,809 semantic_segmentation INFO: Iters: 48220/50000 || Lr: 0.000994 || Task Loss: 0.2454 || KD Loss: 0.0653|| 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: 2 days, 0:56:05 || Estimated Time: 1:48:22
2023-07-15 14:00:59,755 semantic_segmentation INFO: Iters: 48230/50000 || Lr: 0.000989 || Task Loss: 0.2757 || KD Loss: 0.0735|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1062|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:56:42 || Estimated Time: 1:47:46
2023-07-15 14:01:36,738 semantic_segmentation INFO: Iters: 48240/50000 || Lr: 0.000984 || Task Loss: 0.3001 || KD Loss: 0.0955|| 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: 2 days, 0:57:19 || Estimated Time: 1:47:09
2023-07-15 14:02:13,627 semantic_segmentation INFO: Iters: 48250/50000 || Lr: 0.000979 || Task Loss: 0.2225 || KD Loss: 0.0709|| 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: 2 days, 0:57:56 || Estimated Time: 1:46:33
2023-07-15 14:02:50,887 semantic_segmentation INFO: Iters: 48260/50000 || Lr: 0.000974 || Task Loss: 0.2620 || KD Loss: 0.0867|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:58:33 || Estimated Time: 1:45:56
2023-07-15 14:03:27,568 semantic_segmentation INFO: Iters: 48270/50000 || Lr: 0.000969 || Task Loss: 0.1785 || KD Loss: 0.0534|| 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 days, 0:59:10 || Estimated Time: 1:45:20
2023-07-15 14:04:04,358 semantic_segmentation INFO: Iters: 48280/50000 || Lr: 0.000964 || Task Loss: 0.2631 || KD Loss: 0.0836|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 0:59:47 || Estimated Time: 1:44:43
2023-07-15 14:04:41,903 semantic_segmentation INFO: Iters: 48290/50000 || Lr: 0.000959 || Task Loss: 0.2058 || KD Loss: 0.0676|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1057|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:00:24 || Estimated Time: 1:44:07
2023-07-15 14:05:18,824 semantic_segmentation INFO: Iters: 48300/50000 || Lr: 0.000954 || Task Loss: 0.2416 || KD Loss: 0.0570|| 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: 2 days, 1:01:01 || Estimated Time: 1:43:30
2023-07-15 14:05:55,562 semantic_segmentation INFO: Iters: 48310/50000 || Lr: 0.000949 || Task Loss: 0.2648 || KD Loss: 0.0772|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0967|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:01:38 || Estimated Time: 1:42:54
2023-07-15 14:06:32,614 semantic_segmentation INFO: Iters: 48320/50000 || Lr: 0.000944 || Task Loss: 0.3217 || KD Loss: 0.0856|| 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: 2 days, 1:02:15 || Estimated Time: 1:42:17
2023-07-15 14:07:09,493 semantic_segmentation INFO: Iters: 48330/50000 || Lr: 0.000939 || Task Loss: 0.2621 || KD Loss: 0.0693|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:02:52 || Estimated Time: 1:41:41
2023-07-15 14:07:46,814 semantic_segmentation INFO: Iters: 48340/50000 || Lr: 0.000934 || Task Loss: 0.2681 || KD Loss: 0.0903|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1050|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:03:29 || Estimated Time: 1:41:04
2023-07-15 14:08:23,569 semantic_segmentation INFO: Iters: 48350/50000 || Lr: 0.000929 || Task Loss: 0.2563 || KD Loss: 0.0607|| 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 days, 1:04:06 || Estimated Time: 1:40:28
2023-07-15 14:09:00,964 semantic_segmentation INFO: Iters: 48360/50000 || Lr: 0.000924 || Task Loss: 0.2810 || KD Loss: 0.0922|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1051|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:04:43 || Estimated Time: 1:39:51
2023-07-15 14:09:37,920 semantic_segmentation INFO: Iters: 48370/50000 || Lr: 0.000919 || Task Loss: 0.2427 || KD Loss: 0.0804|| 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: 2 days, 1:05:20 || Estimated Time: 1:39:15
2023-07-15 14:10:15,229 semantic_segmentation INFO: Iters: 48380/50000 || Lr: 0.000914 || Task Loss: 0.2506 || KD Loss: 0.0644|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:05:58 || Estimated Time: 1:38:38
2023-07-15 14:10:52,109 semantic_segmentation INFO: Iters: 48390/50000 || Lr: 0.000909 || Task Loss: 0.3369 || KD Loss: 0.0803|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0988|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 1:38:02
2023-07-15 14:11:30,031 semantic_segmentation INFO: Iters: 48400/50000 || Lr: 0.000903 || Task Loss: 0.2834 || KD Loss: 0.0802|| 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: 2 days, 1:07:13 || Estimated Time: 1:37:25
2023-07-15 14:12:06,938 semantic_segmentation INFO: Iters: 48410/50000 || Lr: 0.000898 || Task Loss: 0.2482 || KD Loss: 0.0706|| 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: 2 days, 1:07:49 || Estimated Time: 1:36:49
2023-07-15 14:12:44,267 semantic_segmentation INFO: Iters: 48420/50000 || Lr: 0.000893 || Task Loss: 0.2685 || KD Loss: 0.0852|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1169|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:08:27 || Estimated Time: 1:36:12
2023-07-15 14:13:21,480 semantic_segmentation INFO: Iters: 48430/50000 || Lr: 0.000888 || Task Loss: 0.2009 || KD Loss: 0.0651|| 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: 2 days, 1:09:04 || Estimated Time: 1:35:36
2023-07-15 14:13:58,677 semantic_segmentation INFO: Iters: 48440/50000 || Lr: 0.000883 || Task Loss: 0.2933 || KD Loss: 0.0802|| 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: 2 days, 1:09:41 || Estimated Time: 1:34:59
2023-07-15 14:14:35,346 semantic_segmentation INFO: Iters: 48450/50000 || Lr: 0.000878 || Task Loss: 0.1905 || KD Loss: 0.0463|| 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: 2 days, 1:10:18 || Estimated Time: 1:34:23
2023-07-15 14:15:12,137 semantic_segmentation INFO: Iters: 48460/50000 || Lr: 0.000873 || Task Loss: 0.2869 || KD Loss: 0.0954|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1102|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:10:55 || Estimated Time: 1:33:46
2023-07-15 14:15:49,158 semantic_segmentation INFO: Iters: 48470/50000 || Lr: 0.000868 || Task Loss: 0.2172 || KD Loss: 0.0547|| 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: 2 days, 1:11:32 || Estimated Time: 1:33:10
2023-07-15 14:16:26,260 semantic_segmentation INFO: Iters: 48480/50000 || Lr: 0.000863 || Task Loss: 0.1458 || KD Loss: 0.0498|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1075|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:12:09 || Estimated Time: 1:32:33
2023-07-15 14:17:03,209 semantic_segmentation INFO: Iters: 48490/50000 || Lr: 0.000858 || Task Loss: 0.2112 || KD Loss: 0.0629|| 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: 2 days, 1:12:46 || Estimated Time: 1:31:56
2023-07-15 14:17:39,974 semantic_segmentation INFO: Iters: 48500/50000 || Lr: 0.000853 || Task Loss: 0.1916 || KD Loss: 0.0554|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:13:22 || Estimated Time: 1:31:20
2023-07-15 14:18:17,405 semantic_segmentation INFO: Iters: 48510/50000 || Lr: 0.000847 || Task Loss: 0.3926 || KD Loss: 0.1051|| 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: 2 days, 1:14:00 || Estimated Time: 1:30:43
2023-07-15 14:18:54,673 semantic_segmentation INFO: Iters: 48520/50000 || Lr: 0.000842 || Task Loss: 0.3009 || KD Loss: 0.1021|| 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 days, 1:14:37 || Estimated Time: 1:30:07
2023-07-15 14:19:31,550 semantic_segmentation INFO: Iters: 48530/50000 || Lr: 0.000837 || Task Loss: 0.2674 || KD Loss: 0.0770|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1183|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:15:14 || Estimated Time: 1:29:30
2023-07-15 14:20:08,434 semantic_segmentation INFO: Iters: 48540/50000 || Lr: 0.000832 || Task Loss: 0.2013 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1066|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:15:51 || Estimated Time: 1:28:54
2023-07-15 14:20:45,624 semantic_segmentation INFO: Iters: 48550/50000 || Lr: 0.000827 || Task Loss: 0.2458 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0971|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:16:28 || Estimated Time: 1:28:17
2023-07-15 14:21:22,852 semantic_segmentation INFO: Iters: 48560/50000 || Lr: 0.000822 || Task Loss: 0.2384 || KD Loss: 0.0760|| 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: 2 days, 1:17:05 || Estimated Time: 1:27:41
2023-07-15 14:21:59,653 semantic_segmentation INFO: Iters: 48570/50000 || Lr: 0.000817 || Task Loss: 0.2110 || KD Loss: 0.0622|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1098|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:17:42 || Estimated Time: 1:27:04
2023-07-15 14:22:36,969 semantic_segmentation INFO: Iters: 48580/50000 || Lr: 0.000812 || Task Loss: 0.3605 || KD Loss: 0.1066|| 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: 2 days, 1:18:19 || Estimated Time: 1:26:28
2023-07-15 14:23:13,612 semantic_segmentation INFO: Iters: 48590/50000 || Lr: 0.000806 || Task Loss: 0.2260 || KD Loss: 0.0615|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 1:25:51
2023-07-15 14:23:50,937 semantic_segmentation INFO: Iters: 48600/50000 || Lr: 0.000801 || Task Loss: 0.2672 || KD Loss: 0.0874|| 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: 2 days, 1:19:33 || Estimated Time: 1:25:15
2023-07-15 14:24:28,153 semantic_segmentation INFO: Iters: 48610/50000 || Lr: 0.000796 || Task Loss: 0.2661 || KD Loss: 0.0855|| 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: 2 days, 1:20:11 || Estimated Time: 1:24:38
2023-07-15 14:25:05,108 semantic_segmentation INFO: Iters: 48620/50000 || Lr: 0.000791 || Task Loss: 0.2461 || KD Loss: 0.0823|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1009|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:20:48 || Estimated Time: 1:24:02
2023-07-15 14:25:42,368 semantic_segmentation INFO: Iters: 48630/50000 || Lr: 0.000786 || Task Loss: 0.2069 || KD Loss: 0.0769|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1036|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:21:25 || Estimated Time: 1:23:25
2023-07-15 14:26:19,541 semantic_segmentation INFO: Iters: 48640/50000 || Lr: 0.000781 || Task Loss: 0.2604 || KD Loss: 0.0656|| 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: 2 days, 1:22:02 || Estimated Time: 1:22:49
2023-07-15 14:26:57,111 semantic_segmentation INFO: Iters: 48650/50000 || Lr: 0.000775 || Task Loss: 0.2438 || KD Loss: 0.0829|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1068|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:22:40 || Estimated Time: 1:22:12
2023-07-15 14:27:34,610 semantic_segmentation INFO: Iters: 48660/50000 || Lr: 0.000770 || Task Loss: 0.2484 || KD Loss: 0.0897|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0991|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:23:17 || Estimated Time: 1:21:36
2023-07-15 14:28:11,915 semantic_segmentation INFO: Iters: 48670/50000 || Lr: 0.000765 || Task Loss: 0.2777 || KD Loss: 0.1138|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1095|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 1:20:59
2023-07-15 14:28:49,152 semantic_segmentation INFO: Iters: 48680/50000 || Lr: 0.000760 || Task Loss: 0.2669 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0935|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:24:32 || Estimated Time: 1:20:23
2023-07-15 14:29:26,542 semantic_segmentation INFO: Iters: 48690/50000 || Lr: 0.000755 || Task Loss: 0.2424 || KD Loss: 0.0798|| 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: 2 days, 1:25:09 || Estimated Time: 1:19:46
2023-07-15 14:30:04,038 semantic_segmentation INFO: Iters: 48700/50000 || Lr: 0.000750 || Task Loss: 0.2532 || KD Loss: 0.0621|| 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: 2 days, 1:25:47 || Estimated Time: 1:19:10
2023-07-15 14:30:40,708 semantic_segmentation INFO: Iters: 48710/50000 || Lr: 0.000744 || Task Loss: 0.3092 || KD Loss: 0.0936|| 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: 2 days, 1:26:23 || Estimated Time: 1:18:33
2023-07-15 14:31:17,635 semantic_segmentation INFO: Iters: 48720/50000 || Lr: 0.000739 || Task Loss: 0.2439 || KD Loss: 0.0647|| 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: 2 days, 1:27:00 || Estimated Time: 1:17:57
2023-07-15 14:31:54,576 semantic_segmentation INFO: Iters: 48730/50000 || Lr: 0.000734 || Task Loss: 0.2687 || KD Loss: 0.0914|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1016|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:27:37 || Estimated Time: 1:17:20
2023-07-15 14:32:31,371 semantic_segmentation INFO: Iters: 48740/50000 || Lr: 0.000729 || Task Loss: 0.2394 || KD Loss: 0.0702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1105|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:28:14 || Estimated Time: 1:16:43
2023-07-15 14:33:08,321 semantic_segmentation INFO: Iters: 48750/50000 || Lr: 0.000724 || Task Loss: 0.2347 || KD Loss: 0.1092|| 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 days, 1:28:51 || Estimated Time: 1:16:07
2023-07-15 14:33:45,405 semantic_segmentation INFO: Iters: 48760/50000 || Lr: 0.000718 || Task Loss: 0.2601 || KD Loss: 0.0830|| 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 days, 1:29:28 || Estimated Time: 1:15:30
2023-07-15 14:34:22,626 semantic_segmentation INFO: Iters: 48770/50000 || Lr: 0.000713 || Task Loss: 0.2352 || KD Loss: 0.0662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:30:05 || Estimated Time: 1:14:54
2023-07-15 14:34:59,571 semantic_segmentation INFO: Iters: 48780/50000 || Lr: 0.000708 || Task Loss: 0.2402 || KD Loss: 0.0842|| 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: 2 days, 1:30:42 || Estimated Time: 1:14:17
2023-07-15 14:35:36,646 semantic_segmentation INFO: Iters: 48790/50000 || Lr: 0.000703 || Task Loss: 0.2661 || KD Loss: 0.0702|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1111|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:31:19 || Estimated Time: 1:13:41
2023-07-15 14:36:13,968 semantic_segmentation INFO: Iters: 48800/50000 || Lr: 0.000698 || Task Loss: 0.2444 || KD Loss: 0.0720|| 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: 2 days, 1:31:56 || Estimated Time: 1:13:04
2023-07-15 14:36:14,040 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-15 14:36:14,622 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.959, mIoU: 0.389
2023-07-15 14:36:14,756 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.967, mIoU: 0.467
2023-07-15 14:36:14,887 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.967, mIoU: 0.480
2023-07-15 14:36:15,019 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.966, mIoU: 0.511
2023-07-15 14:36:15,152 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.967, mIoU: 0.503
2023-07-15 14:36:15,284 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.968, mIoU: 0.507
2023-07-15 14:36:15,417 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.964, mIoU: 0.503
2023-07-15 14:36:15,549 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.531
2023-07-15 14:36:15,680 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.577
2023-07-15 14:36:15,813 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.962, mIoU: 0.616
2023-07-15 14:36:15,948 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.960, mIoU: 0.621
2023-07-15 14:36:16,079 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.956, mIoU: 0.631
2023-07-15 14:36:16,211 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.955, mIoU: 0.646
2023-07-15 14:36:16,345 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.643
2023-07-15 14:36:16,477 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.954, mIoU: 0.648
2023-07-15 14:36:16,608 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.952, mIoU: 0.637
2023-07-15 14:36:16,738 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.639
2023-07-15 14:36:16,871 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.951, mIoU: 0.640
2023-07-15 14:36:17,006 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.950, mIoU: 0.645
2023-07-15 14:36:17,137 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.653
2023-07-15 14:36:17,270 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.951, mIoU: 0.654
2023-07-15 14:36:17,403 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.948, mIoU: 0.665
2023-07-15 14:36:17,534 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.948, mIoU: 0.669
2023-07-15 14:36:17,667 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.948, mIoU: 0.675
2023-07-15 14:36:17,802 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.947, mIoU: 0.688
2023-07-15 14:36:17,936 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.947, mIoU: 0.691
2023-07-15 14:36:18,069 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.946, mIoU: 0.680
2023-07-15 14:36:18,204 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.944, mIoU: 0.675
2023-07-15 14:36:18,335 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.944, mIoU: 0.676
2023-07-15 14:36:18,467 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.944, mIoU: 0.690
2023-07-15 14:36:18,601 semantic_segmentation INFO: Sample: 31, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-15 14:36:18,732 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.943, mIoU: 0.685
2023-07-15 14:36:18,861 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.944, mIoU: 0.686
2023-07-15 14:36:18,987 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.944, mIoU: 0.685
2023-07-15 14:36:19,118 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.944, mIoU: 0.687
2023-07-15 14:36:19,253 semantic_segmentation INFO: Sample: 36, Validation pixAcc: 0.944, mIoU: 0.684
2023-07-15 14:36:19,383 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.943, mIoU: 0.681
2023-07-15 14:36:19,517 semantic_segmentation INFO: Sample: 38, Validation pixAcc: 0.943, mIoU: 0.681
2023-07-15 14:36:19,649 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.943, mIoU: 0.676
2023-07-15 14:36:19,778 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.943, mIoU: 0.677
2023-07-15 14:36:19,908 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.943, mIoU: 0.675
2023-07-15 14:36:20,041 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.944, mIoU: 0.675
2023-07-15 14:36:20,171 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.944, mIoU: 0.675
2023-07-15 14:36:20,312 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.944, mIoU: 0.675
2023-07-15 14:36:20,455 semantic_segmentation INFO: Sample: 45, Validation pixAcc: 0.945, mIoU: 0.674
2023-07-15 14:36:20,599 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.945, mIoU: 0.674
2023-07-15 14:36:20,740 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.945, mIoU: 0.675
2023-07-15 14:36:20,883 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.946, mIoU: 0.674
2023-07-15 14:36:21,028 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.946, mIoU: 0.679
2023-07-15 14:36:21,167 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.946, mIoU: 0.681
2023-07-15 14:36:21,307 semantic_segmentation INFO: Sample: 51, Validation pixAcc: 0.945, mIoU: 0.681
2023-07-15 14:36:21,445 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-15 14:36:21,584 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.945, mIoU: 0.687
2023-07-15 14:36:21,723 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.945, mIoU: 0.689
2023-07-15 14:36:21,859 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.943, mIoU: 0.686
2023-07-15 14:36:21,999 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.942, mIoU: 0.683
2023-07-15 14:36:22,137 semantic_segmentation INFO: Sample: 57, Validation pixAcc: 0.942, mIoU: 0.683
2023-07-15 14:36:22,274 semantic_segmentation INFO: Sample: 58, Validation pixAcc: 0.943, mIoU: 0.689
2023-07-15 14:36:22,413 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.943, mIoU: 0.692
2023-07-15 14:36:22,551 semantic_segmentation INFO: Sample: 60, Validation pixAcc: 0.943, mIoU: 0.690
2023-07-15 14:36:22,688 semantic_segmentation INFO: Sample: 61, Validation pixAcc: 0.942, mIoU: 0.693
2023-07-15 14:36:22,825 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-15 14:36:22,964 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.942, mIoU: 0.693
2023-07-15 14:36:23,100 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.942, mIoU: 0.696
2023-07-15 14:36:23,239 semantic_segmentation INFO: Sample: 65, Validation pixAcc: 0.942, mIoU: 0.699
2023-07-15 14:36:23,377 semantic_segmentation INFO: Sample: 66, Validation pixAcc: 0.942, mIoU: 0.699
2023-07-15 14:36:23,513 semantic_segmentation INFO: Sample: 67, Validation pixAcc: 0.941, mIoU: 0.698
2023-07-15 14:36:23,652 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.941, mIoU: 0.699
2023-07-15 14:36:23,791 semantic_segmentation INFO: Sample: 69, Validation pixAcc: 0.941, mIoU: 0.697
2023-07-15 14:36:23,927 semantic_segmentation INFO: Sample: 70, Validation pixAcc: 0.941, mIoU: 0.697
2023-07-15 14:36:24,064 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.941, mIoU: 0.697
2023-07-15 14:36:24,203 semantic_segmentation INFO: Sample: 72, Validation pixAcc: 0.942, mIoU: 0.697
2023-07-15 14:36:24,340 semantic_segmentation INFO: Sample: 73, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-15 14:36:24,478 semantic_segmentation INFO: Sample: 74, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-15 14:36:24,615 semantic_segmentation INFO: Sample: 75, Validation pixAcc: 0.942, mIoU: 0.695
2023-07-15 14:36:24,754 semantic_segmentation INFO: Sample: 76, Validation pixAcc: 0.942, mIoU: 0.694
2023-07-15 14:36:24,891 semantic_segmentation INFO: Sample: 77, Validation pixAcc: 0.942, mIoU: 0.694
2023-07-15 14:36:25,030 semantic_segmentation INFO: Sample: 78, Validation pixAcc: 0.942, mIoU: 0.694
2023-07-15 14:36:25,169 semantic_segmentation INFO: Sample: 79, Validation pixAcc: 0.942, mIoU: 0.693
2023-07-15 14:36:25,305 semantic_segmentation INFO: Sample: 80, Validation pixAcc: 0.941, mIoU: 0.695
2023-07-15 14:36:25,442 semantic_segmentation INFO: Sample: 81, Validation pixAcc: 0.941, mIoU: 0.696
2023-07-15 14:36:25,580 semantic_segmentation INFO: Sample: 82, Validation pixAcc: 0.941, mIoU: 0.696
2023-07-15 14:36:25,719 semantic_segmentation INFO: Sample: 83, Validation pixAcc: 0.941, mIoU: 0.695
2023-07-15 14:36:25,854 semantic_segmentation INFO: Sample: 84, Validation pixAcc: 0.940, mIoU: 0.694
2023-07-15 14:36:25,991 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.938, mIoU: 0.689
2023-07-15 14:36:26,127 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.938, mIoU: 0.689
2023-07-15 14:36:26,264 semantic_segmentation INFO: Sample: 87, Validation pixAcc: 0.938, mIoU: 0.689
2023-07-15 14:36:26,401 semantic_segmentation INFO: Sample: 88, Validation pixAcc: 0.938, mIoU: 0.689
2023-07-15 14:36:26,538 semantic_segmentation INFO: Sample: 89, Validation pixAcc: 0.938, mIoU: 0.689
2023-07-15 14:36:26,676 semantic_segmentation INFO: Sample: 90, Validation pixAcc: 0.938, mIoU: 0.688
2023-07-15 14:36:26,814 semantic_segmentation INFO: Sample: 91, Validation pixAcc: 0.939, mIoU: 0.689
2023-07-15 14:36:26,949 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.938, mIoU: 0.682
2023-07-15 14:36:27,086 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.938, mIoU: 0.682
2023-07-15 14:36:27,222 semantic_segmentation INFO: Sample: 94, Validation pixAcc: 0.938, mIoU: 0.682
2023-07-15 14:36:27,357 semantic_segmentation INFO: Sample: 95, Validation pixAcc: 0.938, mIoU: 0.682
2023-07-15 14:36:27,493 semantic_segmentation INFO: Sample: 96, Validation pixAcc: 0.939, mIoU: 0.682
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2023-07-15 14:37:20,547 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.948, mIoU: 0.684
2023-07-15 14:37:20,683 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.948, mIoU: 0.684
2023-07-15 14:37:20,816 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.948, mIoU: 0.685
2023-07-15 14:37:20,953 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.948, mIoU: 0.685
2023-07-15 14:37:21,089 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.948, mIoU: 0.685
2023-07-15 14:37:21,221 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.948, mIoU: 0.685
2023-07-15 14:37:21,358 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.948, mIoU: 0.685
2023-07-15 14:37:21,493 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.948, mIoU: 0.685
2023-07-15 14:37:21,627 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.948, mIoU: 0.685
2023-07-15 14:37:21,763 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.948, mIoU: 0.685
2023-07-15 14:37:21,899 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.948, mIoU: 0.685
2023-07-15 14:37:22,031 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.948, mIoU: 0.685
2023-07-15 14:37:59,024 semantic_segmentation INFO: Iters: 48810/50000 || Lr: 0.000692 || Task Loss: 0.2902 || KD Loss: 0.0649|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:33:42 || Estimated Time: 1:12:29
2023-07-15 14:38:36,004 semantic_segmentation INFO: Iters: 48820/50000 || Lr: 0.000687 || Task Loss: 0.2907 || KD Loss: 0.0759|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1073|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:34:19 || Estimated Time: 1:11:53
2023-07-15 14:39:13,581 semantic_segmentation INFO: Iters: 48830/50000 || Lr: 0.000682 || Task Loss: 0.1484 || KD Loss: 0.0462|| 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: 2 days, 1:34:56 || Estimated Time: 1:11:16
2023-07-15 14:39:50,604 semantic_segmentation INFO: Iters: 48840/50000 || Lr: 0.000677 || Task Loss: 0.2221 || KD Loss: 0.0616|| 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: 2 days, 1:35:33 || Estimated Time: 1:10:40
2023-07-15 14:40:28,062 semantic_segmentation INFO: Iters: 48850/50000 || Lr: 0.000671 || Task Loss: 0.2171 || KD Loss: 0.0678|| 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: 2 days, 1:36:11 || Estimated Time: 1:10:03
2023-07-15 14:41:05,718 semantic_segmentation INFO: Iters: 48860/50000 || Lr: 0.000666 || Task Loss: 0.2996 || KD Loss: 0.1274|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 1:09:27
2023-07-15 14:41:43,454 semantic_segmentation INFO: Iters: 48870/50000 || Lr: 0.000661 || Task Loss: 0.2138 || KD Loss: 0.0552|| 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: 2 days, 1:37:26 || Estimated Time: 1:08:50
2023-07-15 14:42:20,896 semantic_segmentation INFO: Iters: 48880/50000 || Lr: 0.000656 || Task Loss: 0.3496 || KD Loss: 0.1131|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0946|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:38:03 || Estimated Time: 1:08:14
2023-07-15 14:42:57,930 semantic_segmentation INFO: Iters: 48890/50000 || Lr: 0.000650 || Task Loss: 0.2991 || KD Loss: 0.0747|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:38:40 || Estimated Time: 1:07:37
2023-07-15 14:43:35,308 semantic_segmentation INFO: Iters: 48900/50000 || Lr: 0.000645 || Task Loss: 0.2254 || KD Loss: 0.0685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1046|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:39:18 || Estimated Time: 1:07:01
2023-07-15 14:44:12,778 semantic_segmentation INFO: Iters: 48910/50000 || Lr: 0.000640 || Task Loss: 0.3064 || KD Loss: 0.0686|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1099|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:39:55 || Estimated Time: 1:06:24
2023-07-15 14:44:50,126 semantic_segmentation INFO: Iters: 48920/50000 || Lr: 0.000634 || Task Loss: 0.2174 || KD Loss: 0.0559|| 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: 2 days, 1:40:33 || Estimated Time: 1:05:48
2023-07-15 14:45:27,738 semantic_segmentation INFO: Iters: 48930/50000 || Lr: 0.000629 || Task Loss: 0.1623 || KD Loss: 0.0455|| 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: 2 days, 1:41:10 || Estimated Time: 1:05:11
2023-07-15 14:46:04,922 semantic_segmentation INFO: Iters: 48940/50000 || Lr: 0.000624 || Task Loss: 0.2273 || KD Loss: 0.0634|| 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: 2 days, 1:41:47 || Estimated Time: 1:04:34
2023-07-15 14:46:42,352 semantic_segmentation INFO: Iters: 48950/50000 || Lr: 0.000619 || Task Loss: 0.2499 || KD Loss: 0.0675|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0936|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:42:25 || Estimated Time: 1:03:58
2023-07-15 14:47:19,665 semantic_segmentation INFO: Iters: 48960/50000 || Lr: 0.000613 || Task Loss: 0.2624 || KD Loss: 0.0718|| 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: 2 days, 1:43:02 || Estimated Time: 1:03:21
2023-07-15 14:47:56,729 semantic_segmentation INFO: Iters: 48970/50000 || Lr: 0.000608 || Task Loss: 0.2698 || KD Loss: 0.0709|| 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: 2 days, 1:43:39 || Estimated Time: 1:02:45
2023-07-15 14:48:34,190 semantic_segmentation INFO: Iters: 48980/50000 || Lr: 0.000603 || Task Loss: 0.2494 || KD Loss: 0.0642|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0947|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:44:17 || Estimated Time: 1:02:08
2023-07-15 14:49:11,278 semantic_segmentation INFO: Iters: 48990/50000 || Lr: 0.000597 || Task Loss: 0.2270 || KD Loss: 0.0703|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1044|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:44:54 || Estimated Time: 1:01:32
2023-07-15 14:49:48,661 semantic_segmentation INFO: Iters: 49000/50000 || Lr: 0.000592 || Task Loss: 0.2978 || KD Loss: 0.0989|| 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: 2 days, 1:45:31 || Estimated Time: 1:00:55
2023-07-15 14:50:25,547 semantic_segmentation INFO: Iters: 49010/50000 || Lr: 0.000587 || Task Loss: 0.2013 || KD Loss: 0.0563|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1103|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:46:08 || Estimated Time: 1:00:19
2023-07-15 14:51:02,652 semantic_segmentation INFO: Iters: 49020/50000 || Lr: 0.000581 || Task Loss: 0.2970 || KD Loss: 0.0890|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:46:45 || Estimated Time: 0:59:42
2023-07-15 14:51:39,928 semantic_segmentation INFO: Iters: 49030/50000 || Lr: 0.000576 || Task Loss: 0.2316 || KD Loss: 0.0717|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1011|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:47:22 || Estimated Time: 0:59:06
2023-07-15 14:52:17,205 semantic_segmentation INFO: Iters: 49040/50000 || Lr: 0.000571 || Task Loss: 0.2233 || KD Loss: 0.0866|| 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: 2 days, 1:48:00 || Estimated Time: 0:58:29
2023-07-15 14:52:54,757 semantic_segmentation INFO: Iters: 49050/50000 || Lr: 0.000565 || Task Loss: 0.2297 || KD Loss: 0.0622|| 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 days, 1:48:37 || Estimated Time: 0:57:52
2023-07-15 14:53:32,165 semantic_segmentation INFO: Iters: 49060/50000 || Lr: 0.000560 || Task Loss: 0.1500 || KD Loss: 0.0826|| 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: 2 days, 1:49:15 || Estimated Time: 0:57:16
2023-07-15 14:54:09,488 semantic_segmentation INFO: Iters: 49070/50000 || Lr: 0.000555 || Task Loss: 0.2707 || KD Loss: 0.0714|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:49:52 || Estimated Time: 0:56:39
2023-07-15 14:54:46,161 semantic_segmentation INFO: Iters: 49080/50000 || Lr: 0.000549 || Task Loss: 0.2175 || KD Loss: 0.0726|| 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: 2 days, 1:50:29 || Estimated Time: 0:56:03
2023-07-15 14:55:23,540 semantic_segmentation INFO: Iters: 49090/50000 || Lr: 0.000544 || Task Loss: 0.1726 || KD Loss: 0.0514|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:51:06 || Estimated Time: 0:55:26
2023-07-15 14:56:00,911 semantic_segmentation INFO: Iters: 49100/50000 || Lr: 0.000539 || Task Loss: 0.2302 || KD Loss: 0.0689|| 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: 2 days, 1:51:43 || Estimated Time: 0:54:50
2023-07-15 14:56:38,882 semantic_segmentation INFO: Iters: 49110/50000 || Lr: 0.000533 || Task Loss: 0.2822 || KD Loss: 0.0780|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:52:21 || Estimated Time: 0:54:13
2023-07-15 14:57:16,312 semantic_segmentation INFO: Iters: 49120/50000 || Lr: 0.000528 || Task Loss: 0.3048 || KD Loss: 0.0909|| 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: 2 days, 1:52:59 || Estimated Time: 0:53:37
2023-07-15 14:57:53,946 semantic_segmentation INFO: Iters: 49130/50000 || Lr: 0.000522 || Task Loss: 0.2655 || KD Loss: 0.0582|| 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: 2 days, 1:53:36 || Estimated Time: 0:53:00
2023-07-15 14:58:31,532 semantic_segmentation INFO: Iters: 49140/50000 || Lr: 0.000517 || Task Loss: 0.2741 || KD Loss: 0.0953|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1079|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:54:14 || Estimated Time: 0:52:24
2023-07-15 14:59:09,447 semantic_segmentation INFO: Iters: 49150/50000 || Lr: 0.000512 || Task Loss: 0.3321 || KD Loss: 0.0998|| 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: 2 days, 1:54:52 || Estimated Time: 0:51:47
2023-07-15 14:59:47,083 semantic_segmentation INFO: Iters: 49160/50000 || Lr: 0.000506 || Task Loss: 0.1735 || KD Loss: 0.0651|| 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: 2 days, 1:55:30 || Estimated Time: 0:51:11
2023-07-15 15:00:25,424 semantic_segmentation INFO: Iters: 49170/50000 || Lr: 0.000501 || Task Loss: 0.2599 || KD Loss: 0.0912|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1191|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:56:08 || Estimated Time: 0:50:34
2023-07-15 15:01:02,822 semantic_segmentation INFO: Iters: 49180/50000 || Lr: 0.000495 || Task Loss: 0.2007 || KD Loss: 0.0618|| 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: 2 days, 1:56:45 || Estimated Time: 0:49:57
2023-07-15 15:01:40,625 semantic_segmentation INFO: Iters: 49190/50000 || Lr: 0.000490 || Task Loss: 0.2570 || KD Loss: 0.0750|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1081|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:57:23 || Estimated Time: 0:49:21
2023-07-15 15:02:18,095 semantic_segmentation INFO: Iters: 49200/50000 || Lr: 0.000484 || Task Loss: 0.2585 || KD Loss: 0.0698|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:58:01 || Estimated Time: 0:48:44
2023-07-15 15:02:55,485 semantic_segmentation INFO: Iters: 49210/50000 || Lr: 0.000479 || Task Loss: 0.3137 || KD Loss: 0.0861|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0985|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 1:58:38 || Estimated Time: 0:48:08
2023-07-15 15:03:32,513 semantic_segmentation INFO: Iters: 49220/50000 || Lr: 0.000474 || Task Loss: 0.1962 || KD Loss: 0.0506|| 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 days, 1:59:15 || Estimated Time: 0:47:31
2023-07-15 15:04:09,939 semantic_segmentation INFO: Iters: 49230/50000 || Lr: 0.000468 || Task Loss: 0.2605 || KD Loss: 0.0839|| 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: 2 days, 1:59:52 || Estimated Time: 0:46:55
2023-07-15 15:04:47,186 semantic_segmentation INFO: Iters: 49240/50000 || Lr: 0.000463 || Task Loss: 0.3312 || KD Loss: 0.0862|| 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: 2 days, 2:00:30 || Estimated Time: 0:46:18
2023-07-15 15:05:24,249 semantic_segmentation INFO: Iters: 49250/50000 || Lr: 0.000457 || Task Loss: 0.1719 || KD Loss: 0.0557|| 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 days, 2:01:07 || Estimated Time: 0:45:42
2023-07-15 15:06:01,526 semantic_segmentation INFO: Iters: 49260/50000 || Lr: 0.000452 || Task Loss: 0.2765 || KD Loss: 0.0933|| 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: 2 days, 2:01:44 || Estimated Time: 0:45:05
2023-07-15 15:06:38,747 semantic_segmentation INFO: Iters: 49270/50000 || Lr: 0.000446 || Task Loss: 0.2335 || KD Loss: 0.0705|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1089|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:02:21 || Estimated Time: 0:44:29
2023-07-15 15:07:15,480 semantic_segmentation INFO: Iters: 49280/50000 || Lr: 0.000441 || Task Loss: 0.2335 || KD Loss: 0.0762|| 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: 2 days, 2:02:58 || Estimated Time: 0:43:52
2023-07-15 15:07:52,972 semantic_segmentation INFO: Iters: 49290/50000 || Lr: 0.000435 || Task Loss: 0.2403 || KD Loss: 0.1084|| 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: 2 days, 2:03:35 || Estimated Time: 0:43:15
2023-07-15 15:08:30,695 semantic_segmentation INFO: Iters: 49300/50000 || Lr: 0.000430 || Task Loss: 0.2516 || KD Loss: 0.0792|| 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: 2 days, 2:04:13 || Estimated Time: 0:42:39
2023-07-15 15:09:08,094 semantic_segmentation INFO: Iters: 49310/50000 || Lr: 0.000424 || Task Loss: 0.4118 || KD Loss: 0.1283|| 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: 2 days, 2:04:51 || Estimated Time: 0:42:02
2023-07-15 15:09:45,393 semantic_segmentation INFO: Iters: 49320/50000 || Lr: 0.000419 || Task Loss: 0.2232 || KD Loss: 0.0684|| 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: 2 days, 2:05:28 || Estimated Time: 0:41:26
2023-07-15 15:10:23,327 semantic_segmentation INFO: Iters: 49330/50000 || Lr: 0.000413 || Task Loss: 0.2669 || KD Loss: 0.0943|| 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: 2 days, 2:06:06 || Estimated Time: 0:40:49
2023-07-15 15:11:00,832 semantic_segmentation INFO: Iters: 49340/50000 || Lr: 0.000408 || Task Loss: 0.2465 || KD Loss: 0.0592|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1088|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:06:43 || Estimated Time: 0:40:13
2023-07-15 15:11:38,193 semantic_segmentation INFO: Iters: 49350/50000 || Lr: 0.000402 || Task Loss: 0.2000 || KD Loss: 0.0581|| 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: 2 days, 2:07:21 || Estimated Time: 0:39:36
2023-07-15 15:12:15,584 semantic_segmentation INFO: Iters: 49360/50000 || Lr: 0.000396 || Task Loss: 0.2892 || KD Loss: 0.0858|| 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: 2 days, 2:07:58 || Estimated Time: 0:39:00
2023-07-15 15:12:52,920 semantic_segmentation INFO: Iters: 49370/50000 || Lr: 0.000391 || Task Loss: 0.3355 || KD Loss: 0.0943|| 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: 2 days, 2:08:35 || Estimated Time: 0:38:23
2023-07-15 15:13:30,586 semantic_segmentation INFO: Iters: 49380/50000 || Lr: 0.000385 || Task Loss: 0.1968 || KD Loss: 0.0702|| 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: 2 days, 2:09:13 || Estimated Time: 0:37:46
2023-07-15 15:14:08,308 semantic_segmentation INFO: Iters: 49390/50000 || Lr: 0.000380 || Task Loss: 0.2921 || KD Loss: 0.0732|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1038|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:09:51 || Estimated Time: 0:37:10
2023-07-15 15:14:46,224 semantic_segmentation INFO: Iters: 49400/50000 || Lr: 0.000374 || Task Loss: 0.2084 || KD Loss: 0.0579|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:10:29 || Estimated Time: 0:36:33
2023-07-15 15:15:23,929 semantic_segmentation INFO: Iters: 49410/50000 || Lr: 0.000368 || Task Loss: 0.2372 || KD Loss: 0.0523|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1029|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:11:06 || Estimated Time: 0:35:57
2023-07-15 15:16:01,254 semantic_segmentation INFO: Iters: 49420/50000 || Lr: 0.000363 || Task Loss: 0.3042 || KD Loss: 0.0935|| 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: 2 days, 2:11:44 || Estimated Time: 0:35:20
2023-07-15 15:16:38,928 semantic_segmentation INFO: Iters: 49430/50000 || Lr: 0.000357 || Task Loss: 0.1485 || KD Loss: 0.0724|| 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 days, 2:12:21 || Estimated Time: 0:34:44
2023-07-15 15:17:17,087 semantic_segmentation INFO: Iters: 49440/50000 || Lr: 0.000352 || Task Loss: 0.2004 || KD Loss: 0.0736|| 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: 2 days, 2:13:00 || Estimated Time: 0:34:07
2023-07-15 15:17:54,490 semantic_segmentation INFO: Iters: 49450/50000 || Lr: 0.000346 || Task Loss: 0.3029 || KD Loss: 0.0889|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:13:37 || Estimated Time: 0:33:31
2023-07-15 15:18:32,037 semantic_segmentation INFO: Iters: 49460/50000 || Lr: 0.000340 || Task Loss: 0.2782 || KD Loss: 0.0842|| 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: 2 days, 2:14:15 || Estimated Time: 0:32:54
2023-07-15 15:19:09,568 semantic_segmentation INFO: Iters: 49470/50000 || Lr: 0.000335 || Task Loss: 0.2377 || KD Loss: 0.0685|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1017|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:14:52 || Estimated Time: 0:32:17
2023-07-15 15:19:47,087 semantic_segmentation INFO: Iters: 49480/50000 || Lr: 0.000329 || Task Loss: 0.2437 || KD Loss: 0.0732|| 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: 2 days, 2:15:30 || Estimated Time: 0:31:41
2023-07-15 15:20:24,330 semantic_segmentation INFO: Iters: 49490/50000 || Lr: 0.000323 || Task Loss: 0.2326 || KD Loss: 0.0712|| 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: 2 days, 2:16:07 || Estimated Time: 0:31:04
2023-07-15 15:21:01,497 semantic_segmentation INFO: Iters: 49500/50000 || Lr: 0.000318 || Task Loss: 0.3187 || KD Loss: 0.0674|| 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: 2 days, 2:16:44 || Estimated Time: 0:30:28
2023-07-15 15:21:38,858 semantic_segmentation INFO: Iters: 49510/50000 || Lr: 0.000312 || Task Loss: 0.2259 || KD Loss: 0.0736|| 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: 2 days, 2:17:21 || Estimated Time: 0:29:51
2023-07-15 15:22:16,068 semantic_segmentation INFO: Iters: 49520/50000 || Lr: 0.000306 || Task Loss: 0.2669 || KD Loss: 0.0797|| 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: 2 days, 2:17:59 || Estimated Time: 0:29:15
2023-07-15 15:22:53,656 semantic_segmentation INFO: Iters: 49530/50000 || Lr: 0.000300 || Task Loss: 0.2578 || KD Loss: 0.0702|| 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: 2 days, 2:18:36 || Estimated Time: 0:28:38
2023-07-15 15:23:30,771 semantic_segmentation INFO: Iters: 49540/50000 || Lr: 0.000295 || Task Loss: 0.2976 || KD Loss: 0.0902|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:19:13 || Estimated Time: 0:28:02
2023-07-15 15:24:08,160 semantic_segmentation INFO: Iters: 49550/50000 || Lr: 0.000289 || Task Loss: 0.2956 || KD Loss: 0.0680|| 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: 2 days, 2:19:51 || Estimated Time: 0:27:25
2023-07-15 15:24:45,388 semantic_segmentation INFO: Iters: 49560/50000 || Lr: 0.000283 || Task Loss: 0.2771 || KD Loss: 0.0662|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1019|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:20:28 || Estimated Time: 0:26:48
2023-07-15 15:25:23,485 semantic_segmentation INFO: Iters: 49570/50000 || Lr: 0.000277 || Task Loss: 0.2089 || KD Loss: 0.0681|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1117|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:21:06 || Estimated Time: 0:26:12
2023-07-15 15:26:00,906 semantic_segmentation INFO: Iters: 49580/50000 || Lr: 0.000272 || Task Loss: 0.2383 || KD Loss: 0.0706|| 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: 2 days, 2:21:43 || Estimated Time: 0:25:35
2023-07-15 15:26:38,656 semantic_segmentation INFO: Iters: 49590/50000 || Lr: 0.000266 || Task Loss: 0.2847 || KD Loss: 0.0792|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:22:21 || Estimated Time: 0:24:59
2023-07-15 15:27:16,137 semantic_segmentation INFO: Iters: 49600/50000 || Lr: 0.000260 || Task Loss: 0.2658 || KD Loss: 0.0714|| 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: 2 days, 2:22:59 || Estimated Time: 0:24:22
2023-07-15 15:27:16,212 semantic_segmentation INFO: Start validation, Total sample: 500
2023-07-15 15:27:16,825 semantic_segmentation INFO: Sample: 1, Validation pixAcc: 0.962, mIoU: 0.388
2023-07-15 15:27:16,959 semantic_segmentation INFO: Sample: 2, Validation pixAcc: 0.968, mIoU: 0.464
2023-07-15 15:27:17,090 semantic_segmentation INFO: Sample: 3, Validation pixAcc: 0.968, mIoU: 0.481
2023-07-15 15:27:17,218 semantic_segmentation INFO: Sample: 4, Validation pixAcc: 0.967, mIoU: 0.513
2023-07-15 15:27:17,351 semantic_segmentation INFO: Sample: 5, Validation pixAcc: 0.968, mIoU: 0.504
2023-07-15 15:27:17,485 semantic_segmentation INFO: Sample: 6, Validation pixAcc: 0.969, mIoU: 0.507
2023-07-15 15:27:17,615 semantic_segmentation INFO: Sample: 7, Validation pixAcc: 0.965, mIoU: 0.503
2023-07-15 15:27:17,749 semantic_segmentation INFO: Sample: 8, Validation pixAcc: 0.964, mIoU: 0.534
2023-07-15 15:27:17,884 semantic_segmentation INFO: Sample: 9, Validation pixAcc: 0.964, mIoU: 0.580
2023-07-15 15:27:18,016 semantic_segmentation INFO: Sample: 10, Validation pixAcc: 0.961, mIoU: 0.619
2023-07-15 15:27:18,148 semantic_segmentation INFO: Sample: 11, Validation pixAcc: 0.959, mIoU: 0.624
2023-07-15 15:27:18,284 semantic_segmentation INFO: Sample: 12, Validation pixAcc: 0.956, mIoU: 0.638
2023-07-15 15:27:18,415 semantic_segmentation INFO: Sample: 13, Validation pixAcc: 0.955, mIoU: 0.652
2023-07-15 15:27:18,547 semantic_segmentation INFO: Sample: 14, Validation pixAcc: 0.955, mIoU: 0.649
2023-07-15 15:27:18,681 semantic_segmentation INFO: Sample: 15, Validation pixAcc: 0.954, mIoU: 0.654
2023-07-15 15:27:18,812 semantic_segmentation INFO: Sample: 16, Validation pixAcc: 0.952, mIoU: 0.643
2023-07-15 15:27:18,941 semantic_segmentation INFO: Sample: 17, Validation pixAcc: 0.951, mIoU: 0.645
2023-07-15 15:27:19,063 semantic_segmentation INFO: Sample: 18, Validation pixAcc: 0.951, mIoU: 0.646
2023-07-15 15:27:19,196 semantic_segmentation INFO: Sample: 19, Validation pixAcc: 0.949, mIoU: 0.651
2023-07-15 15:27:19,331 semantic_segmentation INFO: Sample: 20, Validation pixAcc: 0.950, mIoU: 0.658
2023-07-15 15:27:19,462 semantic_segmentation INFO: Sample: 21, Validation pixAcc: 0.950, mIoU: 0.658
2023-07-15 15:27:19,594 semantic_segmentation INFO: Sample: 22, Validation pixAcc: 0.947, mIoU: 0.662
2023-07-15 15:27:19,727 semantic_segmentation INFO: Sample: 23, Validation pixAcc: 0.947, mIoU: 0.666
2023-07-15 15:27:19,859 semantic_segmentation INFO: Sample: 24, Validation pixAcc: 0.947, mIoU: 0.673
2023-07-15 15:27:19,995 semantic_segmentation INFO: Sample: 25, Validation pixAcc: 0.946, mIoU: 0.685
2023-07-15 15:27:20,130 semantic_segmentation INFO: Sample: 26, Validation pixAcc: 0.946, mIoU: 0.688
2023-07-15 15:27:20,262 semantic_segmentation INFO: Sample: 27, Validation pixAcc: 0.944, mIoU: 0.677
2023-07-15 15:27:20,397 semantic_segmentation INFO: Sample: 28, Validation pixAcc: 0.943, mIoU: 0.672
2023-07-15 15:27:20,532 semantic_segmentation INFO: Sample: 29, Validation pixAcc: 0.943, mIoU: 0.674
2023-07-15 15:27:20,664 semantic_segmentation INFO: Sample: 30, Validation pixAcc: 0.943, mIoU: 0.683
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2023-07-15 15:27:20,932 semantic_segmentation INFO: Sample: 32, Validation pixAcc: 0.942, mIoU: 0.678
2023-07-15 15:27:21,067 semantic_segmentation INFO: Sample: 33, Validation pixAcc: 0.943, mIoU: 0.679
2023-07-15 15:27:21,200 semantic_segmentation INFO: Sample: 34, Validation pixAcc: 0.943, mIoU: 0.678
2023-07-15 15:27:21,331 semantic_segmentation INFO: Sample: 35, Validation pixAcc: 0.943, mIoU: 0.680
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2023-07-15 15:27:21,600 semantic_segmentation INFO: Sample: 37, Validation pixAcc: 0.942, mIoU: 0.674
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2023-07-15 15:27:21,866 semantic_segmentation INFO: Sample: 39, Validation pixAcc: 0.941, mIoU: 0.669
2023-07-15 15:27:22,000 semantic_segmentation INFO: Sample: 40, Validation pixAcc: 0.942, mIoU: 0.670
2023-07-15 15:27:22,133 semantic_segmentation INFO: Sample: 41, Validation pixAcc: 0.942, mIoU: 0.670
2023-07-15 15:27:22,267 semantic_segmentation INFO: Sample: 42, Validation pixAcc: 0.943, mIoU: 0.669
2023-07-15 15:27:22,403 semantic_segmentation INFO: Sample: 43, Validation pixAcc: 0.943, mIoU: 0.670
2023-07-15 15:27:22,535 semantic_segmentation INFO: Sample: 44, Validation pixAcc: 0.943, mIoU: 0.669
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2023-07-15 15:27:22,805 semantic_segmentation INFO: Sample: 46, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-15 15:27:22,937 semantic_segmentation INFO: Sample: 47, Validation pixAcc: 0.944, mIoU: 0.669
2023-07-15 15:27:23,072 semantic_segmentation INFO: Sample: 48, Validation pixAcc: 0.945, mIoU: 0.668
2023-07-15 15:27:23,207 semantic_segmentation INFO: Sample: 49, Validation pixAcc: 0.945, mIoU: 0.674
2023-07-15 15:27:23,340 semantic_segmentation INFO: Sample: 50, Validation pixAcc: 0.945, mIoU: 0.677
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2023-07-15 15:27:23,607 semantic_segmentation INFO: Sample: 52, Validation pixAcc: 0.944, mIoU: 0.681
2023-07-15 15:27:23,740 semantic_segmentation INFO: Sample: 53, Validation pixAcc: 0.944, mIoU: 0.682
2023-07-15 15:27:23,874 semantic_segmentation INFO: Sample: 54, Validation pixAcc: 0.944, mIoU: 0.683
2023-07-15 15:27:24,007 semantic_segmentation INFO: Sample: 55, Validation pixAcc: 0.942, mIoU: 0.681
2023-07-15 15:27:24,141 semantic_segmentation INFO: Sample: 56, Validation pixAcc: 0.941, mIoU: 0.679
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2023-07-15 15:27:24,541 semantic_segmentation INFO: Sample: 59, Validation pixAcc: 0.942, mIoU: 0.689
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2023-07-15 15:27:24,940 semantic_segmentation INFO: Sample: 62, Validation pixAcc: 0.941, mIoU: 0.692
2023-07-15 15:27:25,074 semantic_segmentation INFO: Sample: 63, Validation pixAcc: 0.941, mIoU: 0.690
2023-07-15 15:27:25,201 semantic_segmentation INFO: Sample: 64, Validation pixAcc: 0.942, mIoU: 0.694
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2023-07-15 15:27:25,730 semantic_segmentation INFO: Sample: 68, Validation pixAcc: 0.940, mIoU: 0.696
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2023-07-15 15:27:26,134 semantic_segmentation INFO: Sample: 71, Validation pixAcc: 0.941, mIoU: 0.695
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2023-07-15 15:27:28,044 semantic_segmentation INFO: Sample: 85, Validation pixAcc: 0.938, mIoU: 0.688
2023-07-15 15:27:28,180 semantic_segmentation INFO: Sample: 86, Validation pixAcc: 0.937, mIoU: 0.688
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2023-07-15 15:27:28,992 semantic_segmentation INFO: Sample: 92, Validation pixAcc: 0.937, mIoU: 0.685
2023-07-15 15:27:29,125 semantic_segmentation INFO: Sample: 93, Validation pixAcc: 0.937, mIoU: 0.685
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2023-07-15 15:27:32,635 semantic_segmentation INFO: Sample: 119, Validation pixAcc: 0.937, mIoU: 0.681
2023-07-15 15:27:32,771 semantic_segmentation INFO: Sample: 120, Validation pixAcc: 0.937, mIoU: 0.681
2023-07-15 15:27:32,908 semantic_segmentation INFO: Sample: 121, Validation pixAcc: 0.937, mIoU: 0.680
2023-07-15 15:27:33,047 semantic_segmentation INFO: Sample: 122, Validation pixAcc: 0.937, mIoU: 0.680
2023-07-15 15:27:33,183 semantic_segmentation INFO: Sample: 123, Validation pixAcc: 0.937, mIoU: 0.680
2023-07-15 15:27:33,322 semantic_segmentation INFO: Sample: 124, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-15 15:27:33,461 semantic_segmentation INFO: Sample: 125, Validation pixAcc: 0.937, mIoU: 0.682
2023-07-15 15:27:33,596 semantic_segmentation INFO: Sample: 126, Validation pixAcc: 0.937, mIoU: 0.685
2023-07-15 15:27:33,735 semantic_segmentation INFO: Sample: 127, Validation pixAcc: 0.937, mIoU: 0.686
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2023-07-15 15:27:34,009 semantic_segmentation INFO: Sample: 129, Validation pixAcc: 0.937, mIoU: 0.685
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2023-07-15 15:28:12,851 semantic_segmentation INFO: Sample: 414, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-15 15:28:12,989 semantic_segmentation INFO: Sample: 415, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-15 15:28:13,124 semantic_segmentation INFO: Sample: 416, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-15 15:28:13,263 semantic_segmentation INFO: Sample: 417, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-15 15:28:13,401 semantic_segmentation INFO: Sample: 418, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-15 15:28:13,536 semantic_segmentation INFO: Sample: 419, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-15 15:28:13,673 semantic_segmentation INFO: Sample: 420, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-15 15:28:13,810 semantic_segmentation INFO: Sample: 421, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-15 15:28:13,945 semantic_segmentation INFO: Sample: 422, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-15 15:28:14,082 semantic_segmentation INFO: Sample: 423, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-15 15:28:14,220 semantic_segmentation INFO: Sample: 424, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-15 15:28:14,355 semantic_segmentation INFO: Sample: 425, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-15 15:28:14,492 semantic_segmentation INFO: Sample: 426, Validation pixAcc: 0.945, mIoU: 0.683
2023-07-15 15:28:14,630 semantic_segmentation INFO: Sample: 427, Validation pixAcc: 0.945, mIoU: 0.683
2023-07-15 15:28:14,765 semantic_segmentation INFO: Sample: 428, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-15 15:28:14,903 semantic_segmentation INFO: Sample: 429, Validation pixAcc: 0.945, mIoU: 0.682
2023-07-15 15:28:15,040 semantic_segmentation INFO: Sample: 430, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-15 15:28:15,174 semantic_segmentation INFO: Sample: 431, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-15 15:28:15,312 semantic_segmentation INFO: Sample: 432, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-15 15:28:15,450 semantic_segmentation INFO: Sample: 433, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-15 15:28:15,586 semantic_segmentation INFO: Sample: 434, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-15 15:28:15,723 semantic_segmentation INFO: Sample: 435, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-15 15:28:15,860 semantic_segmentation INFO: Sample: 436, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-15 15:28:15,996 semantic_segmentation INFO: Sample: 437, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-15 15:28:16,133 semantic_segmentation INFO: Sample: 438, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-15 15:28:16,270 semantic_segmentation INFO: Sample: 439, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-15 15:28:16,404 semantic_segmentation INFO: Sample: 440, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-15 15:28:16,542 semantic_segmentation INFO: Sample: 441, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-15 15:28:16,680 semantic_segmentation INFO: Sample: 442, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-15 15:28:16,815 semantic_segmentation INFO: Sample: 443, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-15 15:28:16,953 semantic_segmentation INFO: Sample: 444, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-15 15:28:17,091 semantic_segmentation INFO: Sample: 445, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-15 15:28:17,224 semantic_segmentation INFO: Sample: 446, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-15 15:28:17,362 semantic_segmentation INFO: Sample: 447, Validation pixAcc: 0.946, mIoU: 0.683
2023-07-15 15:28:17,500 semantic_segmentation INFO: Sample: 448, Validation pixAcc: 0.947, mIoU: 0.683
2023-07-15 15:28:17,636 semantic_segmentation INFO: Sample: 449, Validation pixAcc: 0.947, mIoU: 0.683
2023-07-15 15:28:17,772 semantic_segmentation INFO: Sample: 450, Validation pixAcc: 0.947, mIoU: 0.683
2023-07-15 15:28:17,910 semantic_segmentation INFO: Sample: 451, Validation pixAcc: 0.947, mIoU: 0.683
2023-07-15 15:28:18,045 semantic_segmentation INFO: Sample: 452, Validation pixAcc: 0.947, mIoU: 0.683
2023-07-15 15:28:18,182 semantic_segmentation INFO: Sample: 453, Validation pixAcc: 0.947, mIoU: 0.683
2023-07-15 15:28:18,319 semantic_segmentation INFO: Sample: 454, Validation pixAcc: 0.947, mIoU: 0.683
2023-07-15 15:28:18,454 semantic_segmentation INFO: Sample: 455, Validation pixAcc: 0.947, mIoU: 0.684
2023-07-15 15:28:18,590 semantic_segmentation INFO: Sample: 456, Validation pixAcc: 0.947, mIoU: 0.684
2023-07-15 15:28:18,728 semantic_segmentation INFO: Sample: 457, Validation pixAcc: 0.947, mIoU: 0.685
2023-07-15 15:28:18,863 semantic_segmentation INFO: Sample: 458, Validation pixAcc: 0.947, mIoU: 0.685
2023-07-15 15:28:19,001 semantic_segmentation INFO: Sample: 459, Validation pixAcc: 0.947, mIoU: 0.685
2023-07-15 15:28:19,135 semantic_segmentation INFO: Sample: 460, Validation pixAcc: 0.947, mIoU: 0.685
2023-07-15 15:28:19,270 semantic_segmentation INFO: Sample: 461, Validation pixAcc: 0.947, mIoU: 0.685
2023-07-15 15:28:19,408 semantic_segmentation INFO: Sample: 462, Validation pixAcc: 0.947, mIoU: 0.685
2023-07-15 15:28:19,546 semantic_segmentation INFO: Sample: 463, Validation pixAcc: 0.947, mIoU: 0.685
2023-07-15 15:28:19,680 semantic_segmentation INFO: Sample: 464, Validation pixAcc: 0.947, mIoU: 0.685
2023-07-15 15:28:19,819 semantic_segmentation INFO: Sample: 465, Validation pixAcc: 0.947, mIoU: 0.685
2023-07-15 15:28:19,957 semantic_segmentation INFO: Sample: 466, Validation pixAcc: 0.947, mIoU: 0.685
2023-07-15 15:28:20,092 semantic_segmentation INFO: Sample: 467, Validation pixAcc: 0.947, mIoU: 0.686
2023-07-15 15:28:20,228 semantic_segmentation INFO: Sample: 468, Validation pixAcc: 0.947, mIoU: 0.686
2023-07-15 15:28:20,366 semantic_segmentation INFO: Sample: 469, Validation pixAcc: 0.947, mIoU: 0.685
2023-07-15 15:28:20,502 semantic_segmentation INFO: Sample: 470, Validation pixAcc: 0.947, mIoU: 0.685
2023-07-15 15:28:20,638 semantic_segmentation INFO: Sample: 471, Validation pixAcc: 0.947, mIoU: 0.685
2023-07-15 15:28:20,775 semantic_segmentation INFO: Sample: 472, Validation pixAcc: 0.947, mIoU: 0.685
2023-07-15 15:28:20,910 semantic_segmentation INFO: Sample: 473, Validation pixAcc: 0.947, mIoU: 0.685
2023-07-15 15:28:21,048 semantic_segmentation INFO: Sample: 474, Validation pixAcc: 0.947, mIoU: 0.685
2023-07-15 15:28:21,183 semantic_segmentation INFO: Sample: 475, Validation pixAcc: 0.947, mIoU: 0.685
2023-07-15 15:28:21,319 semantic_segmentation INFO: Sample: 476, Validation pixAcc: 0.947, mIoU: 0.685
2023-07-15 15:28:21,457 semantic_segmentation INFO: Sample: 477, Validation pixAcc: 0.947, mIoU: 0.685
2023-07-15 15:28:21,594 semantic_segmentation INFO: Sample: 478, Validation pixAcc: 0.947, mIoU: 0.685
2023-07-15 15:28:21,729 semantic_segmentation INFO: Sample: 479, Validation pixAcc: 0.947, mIoU: 0.685
2023-07-15 15:28:21,866 semantic_segmentation INFO: Sample: 480, Validation pixAcc: 0.948, mIoU: 0.685
2023-07-15 15:28:22,004 semantic_segmentation INFO: Sample: 481, Validation pixAcc: 0.948, mIoU: 0.685
2023-07-15 15:28:22,141 semantic_segmentation INFO: Sample: 482, Validation pixAcc: 0.948, mIoU: 0.685
2023-07-15 15:28:22,278 semantic_segmentation INFO: Sample: 483, Validation pixAcc: 0.948, mIoU: 0.685
2023-07-15 15:28:22,416 semantic_segmentation INFO: Sample: 484, Validation pixAcc: 0.948, mIoU: 0.685
2023-07-15 15:28:22,551 semantic_segmentation INFO: Sample: 485, Validation pixAcc: 0.948, mIoU: 0.685
2023-07-15 15:28:22,688 semantic_segmentation INFO: Sample: 486, Validation pixAcc: 0.947, mIoU: 0.685
2023-07-15 15:28:22,825 semantic_segmentation INFO: Sample: 487, Validation pixAcc: 0.948, mIoU: 0.686
2023-07-15 15:28:22,960 semantic_segmentation INFO: Sample: 488, Validation pixAcc: 0.948, mIoU: 0.686
2023-07-15 15:28:23,098 semantic_segmentation INFO: Sample: 489, Validation pixAcc: 0.948, mIoU: 0.686
2023-07-15 15:28:23,236 semantic_segmentation INFO: Sample: 490, Validation pixAcc: 0.948, mIoU: 0.686
2023-07-15 15:28:23,371 semantic_segmentation INFO: Sample: 491, Validation pixAcc: 0.948, mIoU: 0.686
2023-07-15 15:28:23,509 semantic_segmentation INFO: Sample: 492, Validation pixAcc: 0.948, mIoU: 0.686
2023-07-15 15:28:23,647 semantic_segmentation INFO: Sample: 493, Validation pixAcc: 0.948, mIoU: 0.686
2023-07-15 15:28:23,780 semantic_segmentation INFO: Sample: 494, Validation pixAcc: 0.948, mIoU: 0.686
2023-07-15 15:28:23,916 semantic_segmentation INFO: Sample: 495, Validation pixAcc: 0.948, mIoU: 0.686
2023-07-15 15:28:24,054 semantic_segmentation INFO: Sample: 496, Validation pixAcc: 0.948, mIoU: 0.686
2023-07-15 15:28:24,188 semantic_segmentation INFO: Sample: 497, Validation pixAcc: 0.948, mIoU: 0.686
2023-07-15 15:28:24,325 semantic_segmentation INFO: Sample: 498, Validation pixAcc: 0.948, mIoU: 0.686
2023-07-15 15:28:24,463 semantic_segmentation INFO: Sample: 499, Validation pixAcc: 0.948, mIoU: 0.686
2023-07-15 15:28:24,597 semantic_segmentation INFO: Sample: 500, Validation pixAcc: 0.948, mIoU: 0.686
2023-07-15 15:29:02,714 semantic_segmentation INFO: Iters: 49610/50000 || Lr: 0.000254 || Task Loss: 0.3126 || KD Loss: 0.0735|| 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: 2 days, 2:24:45 || Estimated Time: 0:23:46
2023-07-15 15:29:40,309 semantic_segmentation INFO: Iters: 49620/50000 || Lr: 0.000248 || Task Loss: 0.2121 || KD Loss: 0.0620|| 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 days, 2:25:23 || Estimated Time: 0:23:10
2023-07-15 15:30:18,190 semantic_segmentation INFO: Iters: 49630/50000 || Lr: 0.000242 || Task Loss: 0.2541 || KD Loss: 0.0719|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 0:22:33
2023-07-15 15:30:56,341 semantic_segmentation INFO: Iters: 49640/50000 || Lr: 0.000236 || Task Loss: 0.3185 || KD Loss: 0.1025|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1042|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:26:39 || Estimated Time: 0:21:56
2023-07-15 15:31:33,531 semantic_segmentation INFO: Iters: 49650/50000 || Lr: 0.000231 || Task Loss: 0.3320 || KD Loss: 0.1093|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1048|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:27:16 || Estimated Time: 0:21:20
2023-07-15 15:32:11,519 semantic_segmentation INFO: Iters: 49660/50000 || Lr: 0.000225 || Task Loss: 0.2297 || KD Loss: 0.0738|| 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: 2 days, 2:27:54 || Estimated Time: 0:20:43
2023-07-15 15:32:49,773 semantic_segmentation INFO: Iters: 49670/50000 || Lr: 0.000219 || Task Loss: 0.3433 || KD Loss: 0.1206|| 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: 2 days, 2:28:32 || Estimated Time: 0:20:07
2023-07-15 15:33:27,004 semantic_segmentation INFO: Iters: 49680/50000 || Lr: 0.000213 || Task Loss: 0.3046 || KD Loss: 0.0807|| 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: 2 days, 2:29:10 || Estimated Time: 0:19:30
2023-07-15 15:34:05,299 semantic_segmentation INFO: Iters: 49690/50000 || Lr: 0.000207 || Task Loss: 0.2695 || KD Loss: 0.0787|| 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: 2 days, 2:29:48 || Estimated Time: 0:18:54
2023-07-15 15:34:42,929 semantic_segmentation INFO: Iters: 49700/50000 || Lr: 0.000201 || Task Loss: 0.1944 || KD Loss: 0.0579|| 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: 2 days, 2:30:25 || Estimated Time: 0:18:17
2023-07-15 15:35:20,685 semantic_segmentation INFO: Iters: 49710/50000 || Lr: 0.000195 || Task Loss: 0.2552 || KD Loss: 0.0729|| 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: 2 days, 2:31:03 || Estimated Time: 0:17:40
2023-07-15 15:35:58,394 semantic_segmentation INFO: Iters: 49720/50000 || Lr: 0.000189 || Task Loss: 0.1642 || KD Loss: 0.0576|| 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, 2:31:41 || Estimated Time: 0:17:04
2023-07-15 15:36:36,062 semantic_segmentation INFO: Iters: 49730/50000 || Lr: 0.000183 || Task Loss: 0.2571 || KD Loss: 0.0647|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1047|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:32:19 || Estimated Time: 0:16:27
2023-07-15 15:37:13,440 semantic_segmentation INFO: Iters: 49740/50000 || Lr: 0.000177 || Task Loss: 0.2341 || KD Loss: 0.0693|| 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: 2 days, 2:32:56 || Estimated Time: 0:15:51
2023-07-15 15:37:50,734 semantic_segmentation INFO: Iters: 49750/50000 || Lr: 0.000170 || Task Loss: 0.3360 || KD Loss: 0.1019|| 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 days, 2:33:33 || Estimated Time: 0:15:14
2023-07-15 15:38:28,341 semantic_segmentation INFO: Iters: 49760/50000 || Lr: 0.000164 || Task Loss: 0.3004 || KD Loss: 0.0925|| 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: 2 days, 2:34:11 || Estimated Time: 0:14:38
2023-07-15 15:39:05,273 semantic_segmentation INFO: Iters: 49770/50000 || Lr: 0.000158 || Task Loss: 0.2488 || KD Loss: 0.0779|| 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 days, 2:34:48 || Estimated Time: 0:14:01
2023-07-15 15:39:42,590 semantic_segmentation INFO: Iters: 49780/50000 || Lr: 0.000152 || Task Loss: 0.3087 || KD Loss: 0.0905|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1064|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:35:25 || Estimated Time: 0:13:24
2023-07-15 15:40:19,931 semantic_segmentation INFO: Iters: 49790/50000 || Lr: 0.000146 || Task Loss: 0.3854 || KD Loss: 0.1046|| 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: 2 days, 2:36:02 || Estimated Time: 0:12:48
2023-07-15 15:40:57,403 semantic_segmentation INFO: Iters: 49800/50000 || Lr: 0.000140 || Task Loss: 0.2400 || KD Loss: 0.0752|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1147|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:36:40 || Estimated Time: 0:12:11
2023-07-15 15:41:35,040 semantic_segmentation INFO: Iters: 49810/50000 || Lr: 0.000133 || Task Loss: 0.3698 || KD Loss: 0.0886|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.1031|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:37:18 || Estimated Time: 0:11:35
2023-07-15 15:42:12,303 semantic_segmentation INFO: Iters: 49820/50000 || Lr: 0.000127 || Task Loss: 0.2731 || KD Loss: 0.1285|| 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: 2 days, 2:37:55 || Estimated Time: 0:10:58
2023-07-15 15:42:49,471 semantic_segmentation INFO: Iters: 49830/50000 || Lr: 0.000121 || Task Loss: 0.2375 || KD Loss: 0.0764|| 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: 2 days, 2:38:32 || Estimated Time: 0:10:21
2023-07-15 15:43:26,711 semantic_segmentation INFO: Iters: 49840/50000 || Lr: 0.000114 || Task Loss: 0.2990 || KD Loss: 0.0720|| 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: 2 days, 2:39:09 || Estimated Time: 0:09:45
2023-07-15 15:44:04,439 semantic_segmentation INFO: Iters: 49850/50000 || Lr: 0.000108 || Task Loss: 0.2374 || KD Loss: 0.0571|| 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: 2 days, 2:39:47 || Estimated Time: 0:09:08
2023-07-15 15:44:41,481 semantic_segmentation INFO: Iters: 49860/50000 || Lr: 0.000101 || Task Loss: 0.2929 || KD Loss: 0.0734|| 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 days, 2:40:24 || Estimated Time: 0:08:32
2023-07-15 15:45:18,993 semantic_segmentation INFO: Iters: 49870/50000 || Lr: 0.000095 || Task Loss: 0.1673 || KD Loss: 0.0597|| 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 days, 2:41:01 || Estimated Time: 0:07:55
2023-07-15 15:45:57,153 semantic_segmentation INFO: Iters: 49880/50000 || Lr: 0.000088 || Task Loss: 0.1872 || KD Loss: 0.0555|| 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: 2 days, 2:41:40 || Estimated Time: 0:07:19
2023-07-15 15:46:34,864 semantic_segmentation INFO: Iters: 49890/50000 || Lr: 0.000082 || Task Loss: 0.2560 || KD Loss: 0.0743|| 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: 2 days, 2:42:17 || Estimated Time: 0:06:42
2023-07-15 15:47:12,444 semantic_segmentation INFO: Iters: 49900/50000 || Lr: 0.000075 || Task Loss: 0.2634 || KD Loss: 0.0898|| 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: 2 days, 2:42:55 || Estimated Time: 0:06:05
2023-07-15 15:47:50,238 semantic_segmentation INFO: Iters: 49910/50000 || Lr: 0.000068 || Task Loss: 0.1795 || KD Loss: 0.0650|| 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: 2 days, 2:43:33 || Estimated Time: 0:05:29
2023-07-15 15:48:27,883 semantic_segmentation INFO: Iters: 49920/50000 || Lr: 0.000062 || Task Loss: 0.2655 || KD Loss: 0.0854|| 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: 2 days, 2:44:10 || Estimated Time: 0:04:52
2023-07-15 15:49:05,307 semantic_segmentation INFO: Iters: 49930/50000 || Lr: 0.000055 || Task Loss: 0.2288 || KD Loss: 0.0663|| 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 days, 2:44:48 || Estimated Time: 0:04:16
2023-07-15 15:49:43,348 semantic_segmentation INFO: Iters: 49940/50000 || Lr: 0.000048 || Task Loss: 0.2527 || KD Loss: 0.0802|| 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: 2 days, 2:45:26 || Estimated Time: 0:03:39
2023-07-15 15:50:20,782 semantic_segmentation INFO: Iters: 49950/50000 || Lr: 0.000041 || Task Loss: 0.3140 || KD Loss: 0.0735|| 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: 2 days, 2:46:03 || Estimated Time: 0:03:02
2023-07-15 15:50:58,218 semantic_segmentation INFO: Iters: 49960/50000 || Lr: 0.000033 || Task Loss: 0.2437 || KD Loss: 0.0629|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0954|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_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: 0:02:26
2023-07-15 15:51:36,526 semantic_segmentation INFO: Iters: 49970/50000 || Lr: 0.000026 || Task Loss: 0.2471 || KD Loss: 0.0793|| 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: 2 days, 2:47:19 || Estimated Time: 0:01:49
2023-07-15 15:52:14,047 semantic_segmentation INFO: Iters: 49980/50000 || Lr: 0.000018 || Task Loss: 0.4363 || KD Loss: 0.1358|| 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 days, 2:47:57 || Estimated Time: 0:01:13
2023-07-15 15:52:51,149 semantic_segmentation INFO: Iters: 49990/50000 || Lr: 0.000010 || Task Loss: 0.2729 || KD Loss: 0.0774|| Adv_G Loss: 0.0000 || Adv_D Loss: 0.0000 ||  ifkd_loss: 0.0922|| skd_loss: 0.0000 || cwd_fea_loss: 0.0000 || cwd_logit_loss: 0.0000 || ifv_loss: 0.0000 || at_loss: 0.0000 || fitnet_loss: 0.0000 || psd_loss: 0.0000 || csd_loss: 0.0000 |||| Cost Time: 2 days, 2:48:34 || Estimated Time: 0:00:36
2023-07-15 15:53:28,335 semantic_segmentation INFO: Iters: 50000/50000 || Lr: 0.000001 || Task Loss: 0.2622 || KD Loss: 0.0631|| 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: 2 days, 2:49:11 || Estimated Time: 0:00:00
2023-07-15 15:53:28,473 semantic_segmentation INFO: Total training time: 2 days, 2:49:11.473969 (3.6590s / it)
